市場調査レポート

商品コード

自動機械学習の世界市場規模、シェア、産業動向分析レポート：用途別、提供別（ソリューションとサービス）、業界別、地域別展望と予測、2023年～2029年

Global Automated Machine Learning Market Size, Share & Industry Trends Analysis Report By Application, By Offering (Solution and Services), By Vertical, By Regional Outlook and Forecast, 2023 - 2029

出版日: 2023年05月31日
発行: KBV Research
ページ情報: 英文 361 Pages
納期: 即納可能

価格

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

自動機械学習市場規模は2029年までに91億米ドルに達すると予測され、予測期間中のCAGRは42.9%の市場成長率で上昇する見込みです。

KBV Cardinalのマトリックスに掲載された分析によると、Microsoft CorporationとGoogle LLC（Alphabet Inc.）が市場の先行者です。2023年5月、グーグル・クラウドは、オープンデータとAIの未来を共同で構築するためにSAPとの提携を拡大し、データランドスケープを容易にするために開発された本格的なオープンデータ提供を開始しました。この提供により、ユーザーはデータを構築することができます。Amazon Web Services, Inc.（Amazon.com,Inc.）、Oracle Corporation、Hewlett-Packard Enterprise Companyなどの企業は、市場の主要なイノベーターです。

市場成長要因

インテリジェント・オートメーションによるビジネス変革の需要の高まり

意思決定や業務効率を高めるためのデータへの依存度が高まるにつれ、インテリジェントなビジネスプロセスに対するニーズが高まっています。このようなプロセスでは、機械学習アルゴリズムを使用して意思決定を自動化し、企業運営を合理化することで、生産性と利益を向上させます。AutoMLを活用することで、企業はパフォーマンスを向上させ、コストを削減し、業務を合理化することができ、競争上の優位性を得ることができます。また、AIを活用した自動化により、生産性が大幅に向上することが実証されています。機械学習モデルの作成と展開を自動化することで、同市場は企業がこうした成果を達成するのを支援できます。

迅速な意思決定とコスト削減の可能性

AutoML市場は、機械学習の利用向上により、大きな可能性を秘めています。機械学習はこれまで、統計、プログラミング、データ分析の知識を必要とし、極めて専門的でした。AutoML技術の導入により、組織はAIソリューションの構築と実装にデータサイエンティストや機械学習の専門家のスタッフを必要としなくなっています。一方、AutoMLテクノロジーは、企業が機械学習をより身近に活用することを可能にし、その結果、より幅広い顧客や使用事例が利用できるようになります。さらに、機械学習の民主化は、企業が提供するサービスを拡大し、新たな市場を開拓するのに役立ち、売上と市場シェアを押し上げます。

市場抑制要因

MLツールの導入が遅れている

AutoML分野の拡大を妨げる主な制約は、これらのツールの導入が遅れていることです。AutoMLは生産性、精度、拡張性の向上など多くの利点があるにもかかわらず、多くの企業が導入をためらっています。このように普及が遅れている主な原因の1つは、人々が自動機械学習（AutoML）市場やその機能を知らないことです。AutoMLの採用は、多くの企業リーダーや意思決定者がその利点や業界への潜在的な効果を認識していないという事実によって妨げられている可能性があります。したがって、導入コストの低さや認知度の低さから採用が進まないことが、市場拡大の妨げになると予想されます。

オファリングの展望

市場セグメンテーションは、ソリューションとサービスに区分されます。2022年の市場では、サービス分野が大きな収益シェアを獲得しています。autoMLサービスのユーザーは、フィーチャーエンジニアリング、ハイパーパラメータの調整、モデルの選択、デプロイメントなど、機械学習モデルの作成と実装に関わる多くのプロセスを自動化できます。これらのサービスは、企業や個人が機械学習の可能性を活用する際に、機械学習に関する深い理解や専門知識を必要とせず、より簡単に利用できるように作成されています。

ソリューションタイプの展望

ソリューションの種類では、市場はプラットフォームとソフトウェアに二分されます。プラットフォームセグメントは、2022年の市場で最も高い収益シェアを占めました。あらゆるスキルレベルのビジネスユーザーとあらゆる規模の組織は、自動化された機械学習プラットフォームにより、AIと機械学習の可能性を迅速かつ簡単に利用して課題を解決することができます。あらゆる業界の企業がこれらのプラットフォームを利用することで、業務の強化、顧客維持率の向上、貸し倒れから治療要件まであらゆるものに影響を与える重要な変数の特定が可能になります。

アプリケーションの展望

用途別では、市場はデータ処理、特徴エンジニアリング、モデル選択、ハイパーパラメータ最適化＆チューニング、モデルアンサンブル、その他に分けられます。データ処理セグメントは、2022年の市場で最も高い収益シェアを記録しました。データの正規化、クリーニング、変換は、autoMLの助けを借りて自動化できるデータ処理の多くのコンポーネントのほんの一部に過ぎないです。データの誤りの検出と修正は、自動機械学習（AutoML）を使って自動化できます。これには、値の欠落箇所の特定、データ・フォーマットの問題の修正、機械学習モデルの精度を損なう可能性のある異常値の除去などが含まれます。

業界別展望

業界別では、BFSI、小売・eコマース、ヘルスケア・ライフサイエンス、IT・通信、政府・防衛、製造、自動車・運輸・物流、メディア・エンターテインメント、その他に分類されます。BFSIセグメントは、2022年に最大の収益シェアを生み出し、市場をリードしました。BFSI部門は最近、業務の有効性を高め、顧客体験を強化するために、AIとML技術の導入を加速させています。BFSIアプリケーションにおける機械学習の必要性は、データがより注目されるにつれて高まっています。多くのデータ、安価な計算能力、安価なストレージがあれば、自動化された機械学習は正確で迅速な結果を生み出すことができます。

ソリューション展開の展望

ソリューション展開に基づき、市場はクラウドとオンプレミスに二分されます。クラウドセグメントは、2022年の市場で最大の収益シェアを示しました。インターネット接続の信頼性が高まり、リモートワークが一般的になったため、クラウド・コンピューティングがより広く利用されるようになっています。オンプレミスのシステムと比べ、クラウドベースのAutoMLソリューションは、ワークロードやデータ量の変化に合わせて簡単にスケールアップやスケールダウンができるため、より柔軟でスケーラブルです。さらに、クラウドベースのシステムでは従量課金制が頻繁に利用できるため、作業負荷がさまざまな企業にとっては経済的です。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。北米地域は、2022年の同市場で最も高い収益シェアを獲得しました。同地域の国々は、世界で最も発展した国のひとつに数えられています。同地域では、オートML市場が急速に拡大しています。複数の大手プロバイダーが、完全自動化システムからデータサイエンティストの機械学習モデル作成を支援するものまで、さまざまなソリューションを提供しています。この市場は、機械学習モデルをより迅速かつ効果的に開発・展開する方法へのニーズや、さまざまな業界で人工知能ソリューションへのニーズが高まっていることに後押しされています。

世界のデータ処理市場：地域別
世界の特徴量エンジニアリング市場：地域別
世界のモデル選択市場：地域別
世界のハイパーパラメータ最適化およびチューニング市場：地域別
世界のモデルアンサンブル市場：地域別
世界のその他の市場：地域別

第5章世界の自動機械学習市場：提供別

世界のソリューション市場：地域別
世界の自動機械学習市場：ソリューションタイプ別
- 世界プラットフォーム市場：地域別
- 世界のソフトウェア市場：地域別
世界の自動機械学習市場ソリューション展開別
- 世界のクラウド市場：地域別
- 世界のオンプレミス市場：地域別
世界サービス市場：地域別

第6章世界の自動機械学習市場：業界別

世界のBFSI市場：地域別
世界のITおよびテレコム市場：地域別
世界の小売および電子商取引市場：地域別
世界のメディア＆エンターテインメント市場：地域別
世界のヘルスケアおよびライフサイエンス市場：地域別
世界の政府および防衛市場：地域別
世界の製造業市場：地域別
世界の自動車、輸送、物流市場：地域別
世界のその他の市場：地域別

第7章世界の自動機械学習市場：地域別

北米
- 北米の市場：国別
  - 米国
  - カナダ
  - メキシコ
  - その他北米地域
欧州
- 欧州の市場：国別
  - ドイツ
  - 英国
  - フランス
  - ロシア
  - スペイン
  - イタリア
  - その他欧州地域
アジア太平洋
- アジア太平洋の市場：国別
  - 中国
  - 日本
  - インド
  - 韓国
  - シンガポール
  - マレーシア
  - その他アジア太平洋地域
ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカの市場：国別
  - ブラジル
  - アルゼンチン
  - アラブ首長国連邦
  - サウジアラビア
  - 南アフリカ
  - ナイジェリア
  - その他ラテンアメリカ・中東・アフリカ地域

第8章企業プロファイル

Oracle Corporation
IBM Corporation
Microsoft Corporation
Google LLC（Alphabet Inc）
Amazon Web Services, Inc（Amazon.com, Inc.）
Salesforce, Inc
Hewlett Packard Enterprise Company
Teradata Corporation
Alibaba Cloud（Alibaba Group Holding Limited）
Databricks, Inc

図表

LIST OF TABLES

TABLE 1 Global Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 2 Global Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Automated Machine Learning Market
TABLE 4 Product Launches And Product Expansions- Automated Machine Learning Market
TABLE 5 Acquisition and Mergers- Automated Machine Learning Market
TABLE 6 Global Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 7 Global Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 8 Global Data Processing Market by Region, 2019 - 2022, USD Million
TABLE 9 Global Data Processing Market by Region, 2023 - 2029, USD Million
TABLE 10 Global Feature Engineering Market by Region, 2019 - 2022, USD Million
TABLE 11 Global Feature Engineering Market by Region, 2023 - 2029, USD Million
TABLE 12 Global Model Selection Market by Region, 2019 - 2022, USD Million
TABLE 13 Global Model Selection Market by Region, 2023 - 2029, USD Million
TABLE 14 Global Hyperparameter Optimization & Tuning Market by Region, 2019 - 2022, USD Million
TABLE 15 Global Hyperparameter Optimization & Tuning Market by Region, 2023 - 2029, USD Million
TABLE 16 Global Model Ensembling Market by Region, 2019 - 2022, USD Million
TABLE 17 Global Model Ensembling Market by Region, 2023 - 2029, USD Million
TABLE 18 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 19 Global Others Market by Region, 2023 - 2029, USD Million
TABLE 20 Global Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 21 Global Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 22 Global Solution Market by Region, 2019 - 2022, USD Million
TABLE 23 Global Solution Market by Region, 2023 - 2029, USD Million
TABLE 24 Global Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 25 Global Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 26 Global Platform Market by Region, 2019 - 2022, USD Million
TABLE 27 Global Platform Market by Region, 2023 - 2029, USD Million
TABLE 28 Global Software Market by Region, 2019 - 2022, USD Million
TABLE 29 Global Software Market by Region, 2023 - 2029, USD Million
TABLE 30 Global Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 31 Global Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 32 Global Cloud Market by Region, 2019 - 2022, USD Million
TABLE 33 Global Cloud Market by Region, 2023 - 2029, USD Million
TABLE 34 Global On-premise Market by Region, 2019 - 2022, USD Million
TABLE 35 Global On-premise Market by Region, 2023 - 2029, USD Million
TABLE 36 Global Services Market by Region, 2019 - 2022, USD Million
TABLE 37 Global Services Market by Region, 2023 - 2029, USD Million
TABLE 38 Global Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 39 Global Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 40 Global BFSI Market by Region, 2019 - 2022, USD Million
TABLE 41 Global BFSI Market by Region, 2023 - 2029, USD Million
TABLE 42 Global IT & Telecom Market by Region, 2019 - 2022, USD Million
TABLE 43 Global IT & Telecom Market by Region, 2023 - 2029, USD Million
TABLE 44 Global Retail & Ecommerce Market by Region, 2019 - 2022, USD Million
TABLE 45 Global Retail & Ecommerce Market by Region, 2023 - 2029, USD Million
TABLE 46 Global Media & Entertainment Market by Region, 2019 - 2022, USD Million
TABLE 47 Global Media & Entertainment Market by Region, 2023 - 2029, USD Million
TABLE 48 Global Healthcare & Life Sciences Market by Region, 2019 - 2022, USD Million
TABLE 49 Global Healthcare & Life Sciences Market by Region, 2023 - 2029, USD Million
TABLE 50 Global Government & Defense Market by Region, 2019 - 2022, USD Million
TABLE 51 Global Government & Defense Market by Region, 2023 - 2029, USD Million
TABLE 52 Global Manufacturing Market by Region, 2019 - 2022, USD Million
TABLE 53 Global Manufacturing Market by Region, 2023 - 2029, USD Million
TABLE 54 Global Automotive, Transportations, & Logistics Market by Region, 2019 - 2022, USD Million
TABLE 55 Global Automotive, Transportations, & Logistics Market by Region, 2023 - 2029, USD Million
TABLE 56 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 57 Global Others Market by Region, 2023 - 2029, USD Million
TABLE 58 Global Automated Machine Learning Market by Region, 2019 - 2022, USD Million
TABLE 59 Global Automated Machine Learning Market by Region, 2023 - 2029, USD Million
TABLE 60 North America Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 61 North America Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 62 North America Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 63 North America Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 64 North America Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 65 North America Data Processing Market by Country, 2023 - 2029, USD Million
TABLE 66 North America Feature Engineering Market by Country, 2019 - 2022, USD Million
TABLE 67 North America Feature Engineering Market by Country, 2023 - 2029, USD Million
TABLE 68 North America Model Selection Market by Country, 2019 - 2022, USD Million
TABLE 69 North America Model Selection Market by Country, 2023 - 2029, USD Million
TABLE 70 North America Hyperparameter Optimization & Tuning Market by Country, 2019 - 2022, USD Million
TABLE 71 North America Hyperparameter Optimization & Tuning Market by Country, 2023 - 2029, USD Million
TABLE 72 North America Model Ensembling Market by Country, 2019 - 2022, USD Million
TABLE 73 North America Model Ensembling Market by Country, 2023 - 2029, USD Million
TABLE 74 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 75 North America Others Market by Country, 2023 - 2029, USD Million
TABLE 76 North America Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 77 North America Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 78 North America Solution Market by Country, 2019 - 2022, USD Million
TABLE 79 North America Solution Market by Country, 2023 - 2029, USD Million
TABLE 80 North America Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 81 North America Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 82 North America Platform Market by Country, 2019 - 2022, USD Million
TABLE 83 North America Platform Market by Country, 2023 - 2029, USD Million
TABLE 84 North America Software Market by Country, 2019 - 2022, USD Million
TABLE 85 North America Software Market by Country, 2023 - 2029, USD Million
TABLE 86 North America Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 87 North America Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 88 North America Cloud Market by Country, 2019 - 2022, USD Million
TABLE 89 North America Cloud Market by Country, 2023 - 2029, USD Million
TABLE 90 North America On-premise Market by Country, 2019 - 2022, USD Million
TABLE 91 North America On-premise Market by Country, 2023 - 2029, USD Million
TABLE 92 North America Services Market by Country, 2019 - 2022, USD Million
TABLE 93 North America Services Market by Country, 2023 - 2029, USD Million
TABLE 94 North America Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 95 North America Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 96 North America BFSI Market by Country, 2019 - 2022, USD Million
TABLE 97 North America BFSI Market by Country, 2023 - 2029, USD Million
TABLE 98 North America IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 99 North America IT & Telecom Market by Country, 2023 - 2029, USD Million
TABLE 100 North America Retail & Ecommerce Market by Country, 2019 - 2022, USD Million
TABLE 101 North America Retail & Ecommerce Market by Country, 2023 - 2029, USD Million
TABLE 102 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 103 North America Media & Entertainment Market by Country, 2023 - 2029, USD Million
TABLE 104 North America Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Million
TABLE 105 North America Healthcare & Life Sciences Market by Country, 2023 - 2029, USD Million
TABLE 106 North America Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 107 North America Government & Defense Market by Country, 2023 - 2029, USD Million
TABLE 108 North America Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 109 North America Manufacturing Market by Country, 2023 - 2029, USD Million
TABLE 110 North America Automotive, Transportations, & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 111 North America Automotive, Transportations, & Logistics Market by Country, 2023 - 2029, USD Million
TABLE 112 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 113 North America Others Market by Country, 2023 - 2029, USD Million
TABLE 114 North America Automated Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 115 North America Automated Machine Learning Market by Country, 2023 - 2029, USD Million
TABLE 116 US Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 117 US Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 118 US Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 119 US Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 120 US Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 121 US Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 122 US Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 123 US Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 124 US Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 125 US Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 126 US Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 127 US Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 128 Canada Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 129 Canada Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 130 Canada Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 131 Canada Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 132 Canada Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 133 Canada Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 134 Canada Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 135 Canada Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 136 Canada Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 137 Canada Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 138 Canada Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 139 Canada Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 140 Mexico Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 141 Mexico Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 142 Mexico Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 143 Mexico Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 144 Mexico Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 145 Mexico Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 146 Mexico Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 147 Mexico Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 148 Mexico Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 149 Mexico Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 150 Mexico Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 151 Mexico Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 152 Rest of North America Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 153 Rest of North America Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 154 Rest of North America Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 155 Rest of North America Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 156 Rest of North America Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 157 Rest of North America Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 158 Rest of North America Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 159 Rest of North America Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 160 Rest of North America Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 161 Rest of North America Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 162 Rest of North America Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 163 Rest of North America Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 164 Europe Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 165 Europe Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 166 Europe Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 167 Europe Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 168 Europe Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 169 Europe Data Processing Market by Country, 2023 - 2029, USD Million
TABLE 170 Europe Feature Engineering Market by Country, 2019 - 2022, USD Million
TABLE 171 Europe Feature Engineering Market by Country, 2023 - 2029, USD Million
TABLE 172 Europe Model Selection Market by Country, 2019 - 2022, USD Million
TABLE 173 Europe Model Selection Market by Country, 2023 - 2029, USD Million
TABLE 174 Europe Hyperparameter Optimization & Tuning Market by Country, 2019 - 2022, USD Million
TABLE 175 Europe Hyperparameter Optimization & Tuning Market by Country, 2023 - 2029, USD Million
TABLE 176 Europe Model Ensembling Market by Country, 2019 - 2022, USD Million
TABLE 177 Europe Model Ensembling Market by Country, 2023 - 2029, USD Million
TABLE 178 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 179 Europe Others Market by Country, 2023 - 2029, USD Million
TABLE 180 Europe Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 181 Europe Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 182 Europe Solution Market by Country, 2019 - 2022, USD Million
TABLE 183 Europe Solution Market by Country, 2023 - 2029, USD Million
TABLE 184 Europe Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 185 Europe Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 186 Europe Platform Market by Country, 2019 - 2022, USD Million
TABLE 187 Europe Platform Market by Country, 2023 - 2029, USD Million
TABLE 188 Europe Software Market by Country, 2019 - 2022, USD Million
TABLE 189 Europe Software Market by Country, 2023 - 2029, USD Million
TABLE 190 Europe Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 191 Europe Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 192 Europe Cloud Market by Country, 2019 - 2022, USD Million
TABLE 193 Europe Cloud Market by Country, 2023 - 2029, USD Million
TABLE 194 Europe On-premise Market by Country, 2019 - 2022, USD Million
TABLE 195 Europe On-premise Market by Country, 2023 - 2029, USD Million
TABLE 196 Europe Services Market by Country, 2019 - 2022, USD Million
TABLE 197 Europe Services Market by Country, 2023 - 2029, USD Million
TABLE 198 Europe Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 199 Europe Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 200 Europe BFSI Market by Country, 2019 - 2022, USD Million
TABLE 201 Europe BFSI Market by Country, 2023 - 2029, USD Million
TABLE 202 Europe IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 203 Europe IT & Telecom Market by Country, 2023 - 2029, USD Million
TABLE 204 Europe Retail & Ecommerce Market by Country, 2019 - 2022, USD Million
TABLE 205 Europe Retail & Ecommerce Market by Country, 2023 - 2029, USD Million
TABLE 206 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 207 Europe Media & Entertainment Market by Country, 2023 - 2029, USD Million
TABLE 208 Europe Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Million
TABLE 209 Europe Healthcare & Life Sciences Market by Country, 2023 - 2029, USD Million
TABLE 210 Europe Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 211 Europe Government & Defense Market by Country, 2023 - 2029, USD Million
TABLE 212 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 213 Europe Manufacturing Market by Country, 2023 - 2029, USD Million
TABLE 214 Europe Automotive, Transportations, & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 215 Europe Automotive, Transportations, & Logistics Market by Country, 2023 - 2029, USD Million
TABLE 216 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 217 Europe Others Market by Country, 2023 - 2029, USD Million
TABLE 218 Europe Automated Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 219 Europe Automated Machine Learning Market by Country, 2023 - 2029, USD Million

TABLE 220 Germany Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 221 Germany Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 222 Germany Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 223 Germany Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 224 Germany Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 225 Germany Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 226 Germany Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 227 Germany Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 228 Germany Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 229 Germany Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 230 Germany Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 231 Germany Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 232 UK Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 233 UK Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 234 UK Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 235 UK Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 236 UK Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 237 UK Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 238 UK Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 239 UK Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 240 UK Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 241 UK Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 242 UK Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 243 UK Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 244 France Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 245 France Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 246 France Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 247 France Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 248 France Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 249 France Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 250 France Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 251 France Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 252 France Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 253 France Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 254 France Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 255 France Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 256 Russia Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 257 Russia Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 258 Russia Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 259 Russia Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 260 Russia Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 261 Russia Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 262 Russia Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 263 Russia Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 264 Russia Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 265 Russia Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 266 Russia Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 267 Russia Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 268 Spain Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 269 Spain Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 270 Spain Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 271 Spain Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 272 Spain Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 273 Spain Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 274 Spain Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 275 Spain Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 276 Spain Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 277 Spain Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 278 Spain Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 279 Spain Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 280 Italy Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 281 Italy Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 282 Italy Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 283 Italy Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 284 Italy Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 285 Italy Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 286 Italy Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 287 Italy Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 288 Italy Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 289 Italy Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 290 Italy Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 291 Italy Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 292 Rest of Europe Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 293 Rest of Europe Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 294 Rest of Europe Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 295 Rest of Europe Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 296 Rest of Europe Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 297 Rest of Europe Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 298 Rest of Europe Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 299 Rest of Europe Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 300 Rest of Europe Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 301 Rest of Europe Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 302 Rest of Europe Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 303 Rest of Europe Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 304 Asia Pacific Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 305 Asia Pacific Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 306 Asia Pacific Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 307 Asia Pacific Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 308 Asia Pacific Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 309 Asia Pacific Data Processing Market by Country, 2023 - 2029, USD Million
TABLE 310 Asia Pacific Feature Engineering Market by Country, 2019 - 2022, USD Million
TABLE 311 Asia Pacific Feature Engineering Market by Country, 2023 - 2029, USD Million
TABLE 312 Asia Pacific Model Selection Market by Country, 2019 - 2022, USD Million
TABLE 313 Asia Pacific Model Selection Market by Country, 2023 - 2029, USD Million
TABLE 314 Asia Pacific Hyperparameter Optimization & Tuning Market by Country, 2019 - 2022, USD Million
TABLE 315 Asia Pacific Hyperparameter Optimization & Tuning Market by Country, 2023 - 2029, USD Million
TABLE 316 Asia Pacific Model Ensembling Market by Country, 2019 - 2022, USD Million
TABLE 317 Asia Pacific Model Ensembling Market by Country, 2023 - 2029, USD Million
TABLE 318 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 319 Asia Pacific Others Market by Country, 2023 - 2029, USD Million
TABLE 320 Asia Pacific Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 321 Asia Pacific Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 322 Asia Pacific Solution Market by Country, 2019 - 2022, USD Million
TABLE 323 Asia Pacific Solution Market by Country, 2023 - 2029, USD Million
TABLE 324 Asia Pacific Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 325 Asia Pacific Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 326 Asia Pacific Platform Market by Country, 2019 - 2022, USD Million
TABLE 327 Asia Pacific Platform Market by Country, 2023 - 2029, USD Million
TABLE 328 Asia Pacific Software Market by Country, 2019 - 2022, USD Million
TABLE 329 Asia Pacific Software Market by Country, 2023 - 2029, USD Million
TABLE 330 Asia Pacific Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 331 Asia Pacific Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 332 Asia Pacific Cloud Market by Country, 2019 - 2022, USD Million
TABLE 333 Asia Pacific Cloud Market by Country, 2023 - 2029, USD Million
TABLE 334 Asia Pacific On-premise Market by Country, 2019 - 2022, USD Million
TABLE 335 Asia Pacific On-premise Market by Country, 2023 - 2029, USD Million
TABLE 336 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
TABLE 337 Asia Pacific Services Market by Country, 2023 - 2029, USD Million
TABLE 338 Asia Pacific Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 339 Asia Pacific Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 340 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Million
TABLE 341 Asia Pacific BFSI Market by Country, 2023 - 2029, USD Million
TABLE 342 Asia Pacific IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 343 Asia Pacific IT & Telecom Market by Country, 2023 - 2029, USD Million
TABLE 344 Asia Pacific Retail & Ecommerce Market by Country, 2019 - 2022, USD Million
TABLE 345 Asia Pacific Retail & Ecommerce Market by Country, 2023 - 2029, USD Million
TABLE 346 Asia Pacific Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 347 Asia Pacific Media & Entertainment Market by Country, 2023 - 2029, USD Million
TABLE 348 Asia Pacific Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Million
TABLE 349 Asia Pacific Healthcare & Life Sciences Market by Country, 2023 - 2029, USD Million
TABLE 350 Asia Pacific Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 351 Asia Pacific Government & Defense Market by Country, 2023 - 2029, USD Million
TABLE 352 Asia Pacific Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 353 Asia Pacific Manufacturing Market by Country, 2023 - 2029, USD Million
TABLE 354 Asia Pacific Automotive, Transportations, & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 355 Asia Pacific Automotive, Transportations, & Logistics Market by Country, 2023 - 2029, USD Million
TABLE 356 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 357 Asia Pacific Others Market by Country, 2023 - 2029, USD Million
TABLE 358 Asia Pacific Automated Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 359 Asia Pacific Automated Machine Learning Market by Country, 2023 - 2029, USD Million
TABLE 360 China Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 361 China Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 362 China Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 363 China Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 364 China Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 365 China Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 366 China Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 367 China Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 368 China Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 369 China Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 370 China Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 371 China Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 372 Japan Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 373 Japan Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 374 Japan Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 375 Japan Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 376 Japan Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 377 Japan Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 378 Japan Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 379 Japan Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 380 Japan Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 381 Japan Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 382 Japan Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 383 Japan Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 384 India Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 385 India Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 386 India Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 387 India Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 388 India Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 389 India Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 390 India Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 391 India Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 392 India Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 393 India Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 394 India Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 395 India Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 396 South Korea Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 397 South Korea Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 398 South Korea Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 399 South Korea Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 400 South Korea Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 401 South Korea Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 402 South Korea Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 403 South Korea Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 404 South Korea Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 405 South Korea Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 406 South Korea Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 407 South Korea Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 408 Singapore Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 409 Singapore Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 410 Singapore Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 411 Singapore Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 412 Singapore Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 413 Singapore Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 414 Singapore Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 415 Singapore Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 416 Singapore Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 417 Singapore Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 418 Singapore Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 419 Singapore Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 420 Malaysia Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 421 Malaysia Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 422 Malaysia Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 423 Malaysia Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 424 Malaysia Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 425 Malaysia Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 426 Malaysia Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 427 Malaysia Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 428 Malaysia Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 429 Malaysia Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 430 Malaysia Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 431 Malaysia Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 432 Rest of Asia Pacific Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 433 Rest of Asia Pacific Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 434 Rest of Asia Pacific Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 435 Rest of Asia Pacific Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 436 Rest of Asia Pacific Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 437 Rest of Asia Pacific Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 438 Rest of Asia Pacific Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 439 Rest of Asia Pacific Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 440 Rest of Asia Pacific Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 441 Rest of Asia Pacific Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 442 Rest of Asia Pacific Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 443 Rest of Asia Pacific Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 444 LAMEA Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 445 LAMEA Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 446 LAMEA Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 447 LAMEA Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 448 LAMEA Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 449 LAMEA Data Processing Market by Country, 2023 - 2029, USD Million
TABLE 450 LAMEA Feature Engineering Market by Country, 2019 - 2022, USD Million
TABLE 451 LAMEA Feature Engineering Market by Country, 2023 - 2029, USD Million
TABLE 452 LAMEA Model Selection Market by Country, 2019 - 2022, USD Million
TABLE 453 LAMEA Model Selection Market by Country, 2023 - 2029, USD Million
TABLE 454 LAMEA Hyperparameter Optimization & Tuning Market by Country, 2019 - 2022, USD Million
TABLE 455 LAMEA Hyperparameter Optimization & Tuning Market by Country, 2023 - 2029, USD Million
TABLE 456 LAMEA Model Ensembling Market by Country, 2019 - 2022, USD Million
TABLE 457 LAMEA Model Ensembling Market by Country, 2023 - 2029, USD Million
TABLE 458 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 459 LAMEA Others Market by Country, 2023 - 2029, USD Million
TABLE 460 LAMEA Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 461 LAMEA Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 462 LAMEA Solution Market by Country, 2019 - 2022, USD Million
TABLE 463 LAMEA Solution Market by Country, 2023 - 2029, USD Million
TABLE 464 LAMEA Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 465 LAMEA Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 466 LAMEA Platform Market by Country, 2019 - 2022, USD Million
TABLE 467 LAMEA Platform Market by Country, 2023 - 2029, USD Million
TABLE 468 LAMEA Software Market by Country, 2019 - 2022, USD Million
TABLE 469 LAMEA Software Market by Country, 2023 - 2029, USD Million
TABLE 470 LAMEA Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 471 LAMEA Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 472 LAMEA Cloud Market by Country, 2019 - 2022, USD Million
TABLE 473 LAMEA Cloud Market by Country, 2023 - 2029, USD Million
TABLE 474 LAMEA On-premise Market by Country, 2019 - 2022, USD Million
TABLE 475 LAMEA On-premise Market by Country, 2023 - 2029, USD Million
TABLE 476 LAMEA Services Market by Country, 2019 - 2022, USD Million
TABLE 477 LAMEA Services Market by Country, 2023 - 2029, USD Million
TABLE 478 LAMEA Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 479 LAMEA Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 480 LAMEA BFSI Market by Country, 2019 - 2022, USD Million
TABLE 481 LAMEA BFSI Market by Country, 2023 - 2029, USD Million
TABLE 482 LAMEA IT & Telecom Market by Country, 2019 - 2022, USD Million
TABLE 483 LAMEA IT & Telecom Market by Country, 2023 - 2029, USD Million
TABLE 484 LAMEA Retail & Ecommerce Market by Country, 2019 - 2022, USD Million
TABLE 485 LAMEA Retail & Ecommerce Market by Country, 2023 - 2029, USD Million
TABLE 486 LAMEA Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 487 LAMEA Media & Entertainment Market by Country, 2023 - 2029, USD Million
TABLE 488 LAMEA Healthcare & Life Sciences Market by Country, 2019 - 2022, USD Million
TABLE 489 LAMEA Healthcare & Life Sciences Market by Country, 2023 - 2029, USD Million
TABLE 490 LAMEA Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 491 LAMEA Government & Defense Market by Country, 2023 - 2029, USD Million
TABLE 492 LAMEA Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 493 LAMEA Manufacturing Market by Country, 2023 - 2029, USD Million
TABLE 494 LAMEA Automotive, Transportations, & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 495 LAMEA Automotive, Transportations, & Logistics Market by Country, 2023 - 2029, USD Million
TABLE 496 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 497 LAMEA Others Market by Country, 2023 - 2029, USD Million
TABLE 498 LAMEA Automated Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 499 LAMEA Automated Machine Learning Market by Country, 2023 - 2029, USD Million
TABLE 500 Brazil Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 501 Brazil Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 502 Brazil Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 503 Brazil Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 504 Brazil Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 505 Brazil Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 506 Brazil Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 507 Brazil Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 508 Brazil Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 509 Brazil Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 510 Brazil Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 511 Brazil Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 512 Argentina Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 513 Argentina Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 514 Argentina Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 515 Argentina Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 516 Argentina Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 517 Argentina Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 518 Argentina Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 519 Argentina Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 520 Argentina Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 521 Argentina Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 522 Argentina Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 523 Argentina Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million

TABLE 524 UAE Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 525 UAE Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 526 UAE Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 527 UAE Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 528 UAE Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 529 UAE Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 530 UAE Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 531 UAE Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 532 UAE Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 533 UAE Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 534 UAE Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 535 UAE Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 536 Saudi Arabia Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 537 Saudi Arabia Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 538 Saudi Arabia Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 539 Saudi Arabia Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 540 Saudi Arabia Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 541 Saudi Arabia Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 542 Saudi Arabia Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 543 Saudi Arabia Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 544 Saudi Arabia Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 545 Saudi Arabia Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 546 Saudi Arabia Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 547 Saudi Arabia Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 548 South Africa Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 549 South Africa Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 550 South Africa Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 551 South Africa Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 552 South Africa Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 553 South Africa Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 554 South Africa Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 555 South Africa Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 556 South Africa Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 557 South Africa Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 558 South Africa Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 559 South Africa Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 560 Nigeria Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 561 Nigeria Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 562 Nigeria Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 563 Nigeria Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 564 Nigeria Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 565 Nigeria Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 566 Nigeria Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 567 Nigeria Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 568 Nigeria Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 569 Nigeria Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 570 Nigeria Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 571 Nigeria Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 572 Rest of LAMEA Automated Machine Learning Market, 2019 - 2022, USD Million
TABLE 573 Rest of LAMEA Automated Machine Learning Market, 2023 - 2029, USD Million
TABLE 574 Rest of LAMEA Automated Machine Learning Market by Application, 2019 - 2022, USD Million
TABLE 575 Rest of LAMEA Automated Machine Learning Market by Application, 2023 - 2029, USD Million
TABLE 576 Rest of LAMEA Automated Machine Learning Market by Offering, 2019 - 2022, USD Million
TABLE 577 Rest of LAMEA Automated Machine Learning Market by Offering, 2023 - 2029, USD Million
TABLE 578 Rest of LAMEA Automated Machine Learning Market by Solution Type, 2019 - 2022, USD Million
TABLE 579 Rest of LAMEA Automated Machine Learning Market by Solution Type, 2023 - 2029, USD Million
TABLE 580 Rest of LAMEA Automated Machine Learning Market by Solution Deployment, 2019 - 2022, USD Million
TABLE 581 Rest of LAMEA Automated Machine Learning Market by Solution Deployment, 2023 - 2029, USD Million
TABLE 582 Rest of LAMEA Automated Machine Learning Market by Vertical, 2019 - 2022, USD Million
TABLE 583 Rest of LAMEA Automated Machine Learning Market by Vertical, 2023 - 2029, USD Million
TABLE 584 Key Information - Oracle Corporation
TABLE 585 Key information - IBM Corporation
TABLE 586 key information - Microsoft Corporation
TABLE 587 Key Information - Google LLC
TABLE 588 Key Information - Amazon Web Services, Inc.
TABLE 589 Key Information - Salesforce, Inc.
TABLE 590 key information - Hewlett Packard Enterprise Company
TABLE 591 Key Information - Teradata Corporation
TABLE 592 Key Information - Alibaba Cloud
TABLE 593 Key Information - Databricks, Inc.

List of Figures

FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 5 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2021, Jun - 2023, May) Leading Players
FIG 6 Global Automated Machine Learning Market share by Application, 2022
FIG 7 Global Automated Machine Learning Market share by Application, 2029
FIG 8 Global Automated Machine Learning Market by Application, 2019 - 2029, USD Million
FIG 9 Global Automated Machine Learning Market share by Offering, 2022
FIG 10 Global Automated Machine Learning Market share by Offering, 2029
FIG 11 Global Automated Machine Learning Market by Offering, 2019 - 2029, USD Million
FIG 12 Global Automated Machine Learning Market share by Vertical, 2022
FIG 13 Global Automated Machine Learning Market share by Vertical, 2029
FIG 14 Global Automated Machine Learning Market by Vertical, 2019 - 2029, USD Million
FIG 15 Global Automated Machine Learning Market share by Region, 2022
FIG 16 Global Automated Machine Learning Market share by Region, 2029
FIG 17 Global Automated Machine Learning Market by Region, 2019 - 2029, USD Million
FIG 18 Recent strategies and developments: Oracle Corporation
FIG 19 SWOT analysis: Oracle Corporation
FIG 20 Swot analysis: IBM Corporation
FIG 21 SWOT Analysis: Microsoft Corporation
FIG 22 Recent strategies and developments: Google LLC
FIG 23 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 24 SWOT analysis: Amazon.com, Inc.
FIG 25 Recent strategies and developments: Salesforce, Inc.
FIG 26 SWOT Analysis: Salesforce.com, Inc.
FIG 27 SWOT analysis: Hewlett-Packard enterprise Company
FIG 28 SWOT Analysis: Teradata Corporation

The Global Automated Machine Learning Market size is expected to reach $9.1 billion by 2029, rising at a market growth of 42.9% CAGR during the forecast period.

Model selection is one of the major applications of automated machine learning. AutoML tools can expedite the prototyping and iteration phase of machine learning projects. By quickly exploring different models and configurations, data scientists can iterate and refine their models more efficiently. This agility enables faster experimentation and iteration cycles, ultimately accelerating the development of high-quality machine learning solutions. Thereby, Model Selection acquired $111 million revenue in 2022.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. or instance, In August, 2022, Alibaba Cloud entered into a collaboration agreement with the Hong Kong University of Science and Technology (HKUST) for supporting the research work of the HKUST researchers, etc. The partnership reflects Alibaba Cloud's commitment to nurturing technology talent and supporting local innovation ecosystems. Additionally, In March, 2023, AWS came into collaboration with NVIDIA for training sophisticated large language models (LLMs) and developing generative AI applications.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation, and Google LLC (Alphabet Inc.) are the forerunners in the Market. In May, 2023, Google Cloud extended its partnership with SAP for jointly building the future of open data and AI, and bringing in a full-fledged open data offering developed to make data landscapes easier. This offering allows users to build data could. Companies such as Amazon Web Services, Inc. (Amazon.com, Inc.), Oracle Corporation, and Hewlett-Packard Enterprise Company are some of the key innovators in Market.

Market Growth Factors

Growing demand for transforming businesses with intelligent automation

There is a rising need for intelligent business processes as organizations depend increasingly on data to inform decisions and boost operational effectiveness. These procedures use machine learning algorithms to automate decision-making and streamline corporate operations, which boosts productivity and profits. By utilizing AutoML, companies can increase performance, lower costs, and streamline operations, giving them a competitive advantage. In addition, AI-powered automation has been demonstrated to significantly increase productivity. By automating the creation and deployment of machine learning models, the market can assist firms in achieving these types of outcomes.

Using potential for quicker decision-making and cost reduction

The AutoML market has enormous potential due to the improved use of machine learning. Machine learning has always required substantial statistics, programming, and data analysis knowledge and has been extremely specialized. Organizations no longer require a staff of data scientists and machine learning specialists to construct and implement AI solutions due to the introduction of AutoML technologies. AutoML technologies, on the other hand, allow businesses to make more accessible use of machine learning, thereby rendering it more available to a wider range of customers and use cases. Furthermore, the democratization of machine learning can help companies expand their offers and tap into new markets, boosting sales and market share.

Market Restraining Factors

The adoption of ML tools is slow

A primary restriction impeding the expansion of the AutoML sector is the delayed uptake of these tools. Many businesses are hesitant to implement AutoML despite its many advantages, such as improved productivity, accuracy, and scalability. One of the main causes of this sluggish acceptance is that people are unaware of the automated machine learning (AutoML) market or its capabilities. The adoption of AutoML may be hampered by the fact that many corporate leaders and decision-makers may not be aware of its advantages and the potential effects on their industry. Therefore, it is anticipated that the lack of adoption because of the low implementation cost and the low awareness will impede market expansion.

Offering Outlook

Based on offering, the market is segmented into solutions and services. The services segment acquired a substantial revenue share in the market in 2022. Users of autoML services can automate a number of processes involved in creating and implementing machine learning models, including feature engineering, tweaking hyperparameters, model selection, and deployment. These services are created to make it simpler for companies and individuals to utilize the potential of machine learning without needing a deep understanding of or expertise in the subject.

Solution Type Outlook

Under the solutions type, the market is bifurcated into platform and software. The platform segment held the highest revenue share in the market in 2022. Business users of all skill levels and organizations of all sizes may quickly and simply use the potential of AI and machine learning to solve challenges due to automated machine learning platforms. Companies from all industries can use these platforms to enhance operations, boost client retention, and pinpoint crucial variables that affect everything from loan default to medical treatment requirements.

Application Outlook

On the basis of application, the market is divided into data processing, feature engineering, model selection, hyperparameter optimization & tuning, model ensembling and others. The data processing segment registered the highest revenue share in the market in 2022. Data normalization, cleaning, and transformation are just a few of the many components of data processing that may be automated with the help of autoML. Data mistake detection and correction can be automated using automated machine learning (AutoML). This includes figuring out where values are missing, fixing data formatting issues, and eliminating outliers that can compromise the precision of machine learning models.

Vertical Outlook

By vertical, the market is classified into BFSI, retail & ecommerce, healthcare & life sciences, IT & telecom, government & defense, manufacturing, automotive, transportations, & logistics, media & entertainment and others. The BFSI segment led the market by generating the maximum revenue share in 2022. The BFSI sector has recently implemented AI and ML technologies at a faster rate to boost operational effectiveness and enhance the customer experience. The need for machine learning in BFSI applications increases as data receives more attention. With a lot of data, inexpensive computing power, and cheap storage, automated machine learning can generate accurate and quick results.

Solution Deployment Outlook

Based on the solution deployment, the market is bifurcated into cloud and on-premise. The cloud segment witnessed the largest revenue share in the market in 2022. Since internet connections have become more dependable and remote work has become more common, cloud computing has become more widely used. In comparison to on-premises systems, cloud-based AutoML solutions are more flexible and scalable since they are simple to scale up or down to match changes in workload or data volume. Additionally, pay-as-you-go pricing is frequently available with cloud-based systems, which can be more economical for businesses with varying workloads.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region generated the highest revenue share in the market in 2022. The nations in the region rank among the most developed in the world. In the region, the autoML market is expanding quickly. Several major providers are providing a variety of solutions, from fully automated systems to those that help data scientists create machine learning models. The market is being pushed by the need for quicker and more effective ways to develop and deploy machine learning models, as well as a growing need for artificial intelligence solutions across various industries.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Oracle Corporation, IBM Corporation, Microsoft Corporation, Google LLC (Alphabet Inc.), Amazon Web Services, Inc. (Amazon.com, Inc.), Salesforce, Inc., Hewlett-Packard enterprise Company, Teradata Corporation, Alibaba Cloud (Alibaba Group Holding Limited) and Databricks, Inc.

Recent Strategies Deployed in Automated Machine Learning Market

Acquisitions and Mergers:

Jan-2023: Hewlett Packard took over Pachyderm, a US-based operator of data engineering platform. The blend of HPE and Pachyderm would deliver a combined ML pipeline and platform to advance a customer's journey.

Jul-2022: IBM took over Databand.ai, a leading provider of data observability software. This acquisition aimed to provide IBM with the most comprehensive set of observability offerings for IT across applications, data, and machine learning and would continue to provide IBM's customers and partners with the technology they require to provide trustworthy data and AI at scale.

Jun-2021: Hewlett Packard Enterprise completed the acquisition of Determined AI, a San Francisco-based startup. This acquisition aimed to provide a strong and robust software stack to train AI models quicker, at any scale, utilizing its open-source machine learning (ML) platform.

Partnerships, Collaborations and Agreements:

May-2023: Google Cloud extended its partnership with SAP, a Germany-based software company. The partnership focuses on jointly building the future of open data and AI and bringing in a full-fledged open data offering developed to make data landscapes easier. This offering allows users to build data could.

Apr-2023: Oracle extended its partnership with GitLab, a US-based technology company. The collaboration enables users to run AI and ML workloads along with GPU-enabled GitLab runners on the OCI, Oracle Cloud Infrastructure. Further, GitLab's vision for accuracy and speed perfectly aligns with Oracle's goals.

Mar-2023: AWS came into collaboration with NVIDIA, a US-based software company. The collaboration includes jointly building on-demand AI infrastructure intended for training sophisticated large language models (LLMs) and developing generative AI applications.

Feb-2023: AWS extended its partnership with Hugging Face, a US-based developer of chatbot applications. The partnership focuses on making AI more accessible and includes making AWS Hugging Face's preferred cloud provider, allowing developers to access tools from AWS Trainium, and AWS INferentia, among others.

Nov-2022: Microsoft signed an agreement with Lockheed Martin, a US-based company operating in the aerospace and defense industry. The agreement focuses on four key areas for the Department of Defense. The key areas include Artificial Intelligence/Machine Learning (AI/ML), Classified Cloud Innovations, 5G.MIL Programs, Digital Transformation, and Modeling and Simulation Capabilities.

Oct-2022: Oracle extended its partnership with Nvidia, a US-based manufacturer, and designer of discrete graphics processing units. The partnership involves supporting customers in the faster adoption of AI services. This partnership would lead to delivering both the companies' respective expertise to support clients across various markets.

Sep-2022: Salesforce extended its partnership with Amazon Web Services (AWS), a US-based provider of cloud-based web platforms. The partnership would enable users to develop personalized AI models through Amazon SageMaker.

Aug-2022: Alibaba Cloud entered into a collaboration agreement with the Hong Kong University of Science and Technology (HKUST), a public university in Hong Kong. The collaboration involves teaming up on technology research, supporting the research work of the HKUST researchers, etc. The partnership reflects Alibaba Cloud's commitment to nurturing technology talent and supporting local innovation ecosystems.

Aug-2022: Oracle Cloud Infrastructure came into collaboration with Anaconda, a US-based developer of data science platform. The collaboration focuses on providing secure open-source R and Python tools by incorporating the data science platform's repository across OCI's ML and AI services offerings. Through this collaboration, the companies aim at introducing open-source innovation to the enterprises and support in applying Ai and ML to the users' critical and important business and research initiatives.

Jun-2021: AWS signed a partnership agreement with Salesforce, a US-based provider of enterprise cloud computing solutions. This partnership would enable users to use Salesforce and AWS' capabilities together to rapidly develop and deploy business applications that would advance digital transformation.

Product Launches and Expansions:

May-2023: Oracle launched OML4Py 2.0. The new ML product features, new data types, and makes available their in-database algorithms, Extreme Gradient Boosting, Exponential Smoothing, and Non-negative Matrix Factorization.

Mar-2023: Databricks launched Databricks Model Serving, a real-time machine learning intended for the Lakehouse, Databricks' platform. The Model Serving makes the model building and maintenance process easier. The new offering would enable the customers to deploy models and enjoy lower time to production, lowered cost of ownership, and decreased burden.

May-2021: Google Cloud unveiled Vertex AI, a machine learning platform. Vertex AI is intended for developers, making it easier for them to maintain, and deploy AI models. The newly launched product aims at reducing the time to ROI for the users.

Feb-2021: Salesforce launched Intelligent Document Automation (IDA) technology intended for the healthcare industry. The new technology supports the users in digitizing their document management processes and is powered by Amazon Textract.

Scope of the Study

Market Segments covered in the Report:

By Application

Data Processing
Feature Engineering
Model Selection
Hyperparameter Optimization & Tuning
Model Ensembling
Others

By Offering

Solution
- Type
Platform
Software
- Deployment
Cloud
On-premise
Services

By Vertical

BFSI
IT & Telecom
Retail & Ecommerce
Media & Entertainment
Healthcare & Life Sciences
Government & Defense
Manufacturing
Automotive, Transportations, & Logistics
Others

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Companies Profiled

Oracle Corporation
IBM Corporation
Microsoft Corporation
Google LLC (Alphabet Inc.)
Amazon Web Services, Inc. (Amazon.com, Inc.)
Salesforce, Inc.
Hewlett-Packard enterprise Company
Teradata Corporation
Alibaba Cloud (Alibaba Group Holding Limited)
Databricks, Inc.

Unique Offerings from KBV Research

Exhaustive coverage
Highest number of market tables and figures
Subscription based model available
Guaranteed best price
Assured post sales research support with 10% customization free

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Automated Machine Learning Market, by Application
- 1.4.2 Global Automated Machine Learning Market, by Offering
- 1.4.3 Global Automated Machine Learning Market, by Vertical
- 1.4.4 Global Automated Machine Learning Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview

2.1 Introduction
- 2.1.1 Overview
  - 2.1.1.1 Market composition & scenario
2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Product Launches and Product Expansions
- 3.2.3 Acquisition and Mergers
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
- 3.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 3.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Jun - 2023, May) Leading Players

Chapter 4. Global Automated Machine Learning Market by Application

4.1 Global Data Processing Market by Region
4.2 Global Feature Engineering Market by Region
4.3 Global Model Selection Market by Region
4.4 Global Hyperparameter Optimization & Tuning Market by Region
4.5 Global Model Ensembling Market by Region
4.6 Global Others Market by Region

Chapter 5. Global Automated Machine Learning Market by Offering

5.1 Global Solution Market by Region
5.2 Global Automated Machine Learning Market by Solution Type
- 5.2.1 Global Platform Market by Region
- 5.2.2 Global Software Market by Region
5.3 Global Automated Machine Learning Market by Solution Deployment
- 5.3.1 Global Cloud Market by Region
- 5.3.2 Global On-premise Market by Region
5.4 Global Services Market by Region

Chapter 6. Global Automated Machine Learning Market by Vertical

6.1 Global BFSI Market by Region
6.2 Global IT & Telecom Market by Region
6.3 Global Retail & Ecommerce Market by Region
6.4 Global Media & Entertainment Market by Region
6.5 Global Healthcare & Life Sciences Market by Region
6.6 Global Government & Defense Market by Region
6.7 Global Manufacturing Market by Region
6.8 Global Automotive, Transportations, & Logistics Market by Region
6.9 Global Others Market by Region

Chapter 7. Global Automated Machine Learning Market by Region

7.1 North America Automated Machine Learning Market
- 7.1.1 North America Automated Machine Learning Market by Application
  - 7.1.1.1 North America Data Processing Market by Country
  - 7.1.1.2 North America Feature Engineering Market by Country
  - 7.1.1.3 North America Model Selection Market by Country
  - 7.1.1.4 North America Hyperparameter Optimization & Tuning Market by Country
  - 7.1.1.5 North America Model Ensembling Market by Country
  - 7.1.1.6 North America Others Market by Country
- 7.1.2 North America Automated Machine Learning Market by Offering
  - 7.1.2.1 North America Solution Market by Country
  - 7.1.2.2 North America Automated Machine Learning Market by Solution Type
    - 7.1.2.2.1 North America Platform Market by Country
    - 7.1.2.2.2 North America Software Market by Country
  - 7.1.2.3 North America Automated Machine Learning Market by Solution Deployment
    - 7.1.2.3.1 North America Cloud Market by Country
    - 7.1.2.3.2 North America On-premise Market by Country
  - 7.1.2.4 North America Services Market by Country
- 7.1.3 North America Automated Machine Learning Market by Vertical
  - 7.1.3.1 North America BFSI Market by Country
  - 7.1.3.2 North America IT & Telecom Market by Country
  - 7.1.3.3 North America Retail & Ecommerce Market by Country
  - 7.1.3.4 North America Media & Entertainment Market by Country
  - 7.1.3.5 North America Healthcare & Life Sciences Market by Country
  - 7.1.3.6 North America Government & Defense Market by Country
  - 7.1.3.7 North America Manufacturing Market by Country
  - 7.1.3.8 North America Automotive, Transportations, & Logistics Market by Country
  - 7.1.3.9 North America Others Market by Country
- 7.1.4 North America Automated Machine Learning Market by Country
  - 7.1.4.1 US Automated Machine Learning Market
    - 7.1.4.1.1 US Automated Machine Learning Market by Application
    - 7.1.4.1.2 US Automated Machine Learning Market by Offering
    - 7.1.4.1.3 US Automated Machine Learning Market by Vertical
  - 7.1.4.2 Canada Automated Machine Learning Market
    - 7.1.4.2.1 Canada Automated Machine Learning Market by Application
    - 7.1.4.2.2 Canada Automated Machine Learning Market by Offering
    - 7.1.4.2.3 Canada Automated Machine Learning Market by Vertical
  - 7.1.4.3 Mexico Automated Machine Learning Market
    - 7.1.4.3.1 Mexico Automated Machine Learning Market by Application
    - 7.1.4.3.2 Mexico Automated Machine Learning Market by Offering
    - 7.1.4.3.3 Mexico Automated Machine Learning Market by Vertical
  - 7.1.4.4 Rest of North America Automated Machine Learning Market
    - 7.1.4.4.1 Rest of North America Automated Machine Learning Market by Application
    - 7.1.4.4.2 Rest of North America Automated Machine Learning Market by Offering
    - 7.1.4.4.3 Rest of North America Automated Machine Learning Market by Vertical
7.2 Europe Automated Machine Learning Market
- 7.2.1 Europe Automated Machine Learning Market by Application
  - 7.2.1.1 Europe Data Processing Market by Country
  - 7.2.1.2 Europe Feature Engineering Market by Country
  - 7.2.1.3 Europe Model Selection Market by Country
  - 7.2.1.4 Europe Hyperparameter Optimization & Tuning Market by Country
  - 7.2.1.5 Europe Model Ensembling Market by Country
  - 7.2.1.6 Europe Others Market by Country
- 7.2.2 Europe Automated Machine Learning Market by Offering
  - 7.2.2.1 Europe Solution Market by Country
  - 7.2.2.2 Europe Automated Machine Learning Market by Solution Type
    - 7.2.2.2.1 Europe Platform Market by Country
    - 7.2.2.2.2 Europe Software Market by Country
  - 7.2.2.3 Europe Automated Machine Learning Market by Solution Deployment
    - 7.2.2.3.1 Europe Cloud Market by Country
    - 7.2.2.3.2 Europe On-premise Market by Country
  - 7.2.2.4 Europe Services Market by Country
- 7.2.3 Europe Automated Machine Learning Market by Vertical
  - 7.2.3.1 Europe BFSI Market by Country
  - 7.2.3.2 Europe IT & Telecom Market by Country
  - 7.2.3.3 Europe Retail & Ecommerce Market by Country
  - 7.2.3.4 Europe Media & Entertainment Market by Country
  - 7.2.3.5 Europe Healthcare & Life Sciences Market by Country
  - 7.2.3.6 Europe Government & Defense Market by Country
  - 7.2.3.7 Europe Manufacturing Market by Country
  - 7.2.3.8 Europe Automotive, Transportations, & Logistics Market by Country
  - 7.2.3.9 Europe Others Market by Country
- 7.2.4 Europe Automated Machine Learning Market by Country
  - 7.2.4.1 Germany Automated Machine Learning Market
    - 7.2.4.1.1 Germany Automated Machine Learning Market by Application
    - 7.2.4.1.2 Germany Automated Machine Learning Market by Offering
    - 7.2.4.1.3 Germany Automated Machine Learning Market by Vertical
  - 7.2.4.2 UK Automated Machine Learning Market
    - 7.2.4.2.1 UK Automated Machine Learning Market by Application
    - 7.2.4.2.2 UK Automated Machine Learning Market by Offering
    - 7.2.4.2.3 UK Automated Machine Learning Market by Vertical
  - 7.2.4.3 France Automated Machine Learning Market
    - 7.2.4.3.1 France Automated Machine Learning Market by Application
    - 7.2.4.3.2 France Automated Machine Learning Market by Offering
    - 7.2.4.3.3 France Automated Machine Learning Market by Vertical
  - 7.2.4.4 Russia Automated Machine Learning Market
    - 7.2.4.4.1 Russia Automated Machine Learning Market by Application
    - 7.2.4.4.2 Russia Automated Machine Learning Market by Offering
    - 7.2.4.4.3 Russia Automated Machine Learning Market by Vertical
  - 7.2.4.5 Spain Automated Machine Learning Market
    - 7.2.4.5.1 Spain Automated Machine Learning Market by Application
    - 7.2.4.5.2 Spain Automated Machine Learning Market by Offering
    - 7.2.4.5.3 Spain Automated Machine Learning Market by Vertical
  - 7.2.4.6 Italy Automated Machine Learning Market
    - 7.2.4.6.1 Italy Automated Machine Learning Market by Application
    - 7.2.4.6.2 Italy Automated Machine Learning Market by Offering
    - 7.2.4.6.3 Italy Automated Machine Learning Market by Vertical
  - 7.2.4.7 Rest of Europe Automated Machine Learning Market
    - 7.2.4.7.1 Rest of Europe Automated Machine Learning Market by Application
    - 7.2.4.7.2 Rest of Europe Automated Machine Learning Market by Offering
    - 7.2.4.7.3 Rest of Europe Automated Machine Learning Market by Vertical
7.3 Asia Pacific Automated Machine Learning Market
- 7.3.1 Asia Pacific Automated Machine Learning Market by Application
  - 7.3.1.1 Asia Pacific Data Processing Market by Country
  - 7.3.1.2 Asia Pacific Feature Engineering Market by Country
  - 7.3.1.3 Asia Pacific Model Selection Market by Country
  - 7.3.1.4 Asia Pacific Hyperparameter Optimization & Tuning Market by Country
  - 7.3.1.5 Asia Pacific Model Ensembling Market by Country
  - 7.3.1.6 Asia Pacific Others Market by Country
- 7.3.2 Asia Pacific Automated Machine Learning Market by Offering
  - 7.3.2.1 Asia Pacific Solution Market by Country
  - 7.3.2.2 Asia Pacific Automated Machine Learning Market by Solution Type
    - 7.3.2.2.1 Asia Pacific Platform Market by Country
    - 7.3.2.2.2 Asia Pacific Software Market by Country
  - 7.3.2.3 Asia Pacific Automated Machine Learning Market by Solution Deployment
    - 7.3.2.3.1 Asia Pacific Cloud Market by Country
    - 7.3.2.3.2 Asia Pacific On-premise Market by Country
  - 7.3.2.4 Asia Pacific Services Market by Country
- 7.3.3 Asia Pacific Automated Machine Learning Market by Vertical
  - 7.3.3.1 Asia Pacific BFSI Market by Country
  - 7.3.3.2 Asia Pacific IT & Telecom Market by Country
  - 7.3.3.3 Asia Pacific Retail & Ecommerce Market by Country
  - 7.3.3.4 Asia Pacific Media & Entertainment Market by Country
  - 7.3.3.5 Asia Pacific Healthcare & Life Sciences Market by Country
  - 7.3.3.6 Asia Pacific Government & Defense Market by Country
  - 7.3.3.7 Asia Pacific Manufacturing Market by Country
  - 7.3.3.8 Asia Pacific Automotive, Transportations, & Logistics Market by Country
  - 7.3.3.9 Asia Pacific Others Market by Country
- 7.3.4 Asia Pacific Automated Machine Learning Market by Country
  - 7.3.4.1 China Automated Machine Learning Market
    - 7.3.4.1.1 China Automated Machine Learning Market by Application
    - 7.3.4.1.2 China Automated Machine Learning Market by Offering
    - 7.3.4.1.3 China Automated Machine Learning Market by Vertical
  - 7.3.4.2 Japan Automated Machine Learning Market
    - 7.3.4.2.1 Japan Automated Machine Learning Market by Application
    - 7.3.4.2.2 Japan Automated Machine Learning Market by Offering
    - 7.3.4.2.3 Japan Automated Machine Learning Market by Vertical
  - 7.3.4.3 India Automated Machine Learning Market
    - 7.3.4.3.1 India Automated Machine Learning Market by Application
    - 7.3.4.3.2 India Automated Machine Learning Market by Offering
    - 7.3.4.3.3 India Automated Machine Learning Market by Vertical
  - 7.3.4.4 South Korea Automated Machine Learning Market
    - 7.3.4.4.1 South Korea Automated Machine Learning Market by Application
    - 7.3.4.4.2 South Korea Automated Machine Learning Market by Offering
    - 7.3.4.4.3 South Korea Automated Machine Learning Market by Vertical
  - 7.3.4.5 Singapore Automated Machine Learning Market
    - 7.3.4.5.1 Singapore Automated Machine Learning Market by Application
    - 7.3.4.5.2 Singapore Automated Machine Learning Market by Offering
    - 7.3.4.5.3 Singapore Automated Machine Learning Market by Vertical
  - 7.3.4.6 Malaysia Automated Machine Learning Market
    - 7.3.4.6.1 Malaysia Automated Machine Learning Market by Application
    - 7.3.4.6.2 Malaysia Automated Machine Learning Market by Offering
    - 7.3.4.6.3 Malaysia Automated Machine Learning Market by Vertical
  - 7.3.4.7 Rest of Asia Pacific Automated Machine Learning Market
    - 7.3.4.7.1 Rest of Asia Pacific Automated Machine Learning Market by Application
    - 7.3.4.7.2 Rest of Asia Pacific Automated Machine Learning Market by Offering
    - 7.3.4.7.3 Rest of Asia Pacific Automated Machine Learning Market by Vertical
7.4 LAMEA Automated Machine Learning Market
- 7.4.1 LAMEA Automated Machine Learning Market by Application
  - 7.4.1.1 LAMEA Data Processing Market by Country
  - 7.4.1.2 LAMEA Feature Engineering Market by Country
  - 7.4.1.3 LAMEA Model Selection Market by Country
  - 7.4.1.4 LAMEA Hyperparameter Optimization & Tuning Market by Country
  - 7.4.1.5 LAMEA Model Ensembling Market by Country
  - 7.4.1.6 LAMEA Others Market by Country
- 7.4.2 LAMEA Automated Machine Learning Market by Offering
  - 7.4.2.1 LAMEA Solution Market by Country
  - 7.4.2.2 LAMEA Automated Machine Learning Market by Solution Type
    - 7.4.2.2.1 LAMEA Platform Market by Country
    - 7.4.2.2.2 LAMEA Software Market by Country
  - 7.4.2.3 LAMEA Automated Machine Learning Market by Solution Deployment
    - 7.4.2.3.1 LAMEA Cloud Market by Country
    - 7.4.2.3.2 LAMEA On-premise Market by Country
  - 7.4.2.4 LAMEA Services Market by Country
- 7.4.3 LAMEA Automated Machine Learning Market by Vertical
  - 7.4.3.1 LAMEA BFSI Market by Country
  - 7.4.3.2 LAMEA IT & Telecom Market by Country
  - 7.4.3.3 LAMEA Retail & Ecommerce Market by Country
  - 7.4.3.4 LAMEA Media & Entertainment Market by Country
  - 7.4.3.5 LAMEA Healthcare & Life Sciences Market by Country
  - 7.4.3.6 LAMEA Government & Defense Market by Country
  - 7.4.3.7 LAMEA Manufacturing Market by Country
  - 7.4.3.8 LAMEA Automotive, Transportations, & Logistics Market by Country
  - 7.4.3.9 LAMEA Others Market by Country
- 7.4.4 LAMEA Automated Machine Learning Market by Country
  - 7.4.4.1 Brazil Automated Machine Learning Market
    - 7.4.4.1.1 Brazil Automated Machine Learning Market by Application
    - 7.4.4.1.2 Brazil Automated Machine Learning Market by Offering
    - 7.4.4.1.3 Brazil Automated Machine Learning Market by Vertical
  - 7.4.4.2 Argentina Automated Machine Learning Market
    - 7.4.4.2.1 Argentina Automated Machine Learning Market by Application
    - 7.4.4.2.2 Argentina Automated Machine Learning Market by Offering
    - 7.4.4.2.3 Argentina Automated Machine Learning Market by Vertical
  - 7.4.4.3 UAE Automated Machine Learning Market
    - 7.4.4.3.1 UAE Automated Machine Learning Market by Application
    - 7.4.4.3.2 UAE Automated Machine Learning Market by Offering
    - 7.4.4.3.3 UAE Automated Machine Learning Market by Vertical
  - 7.4.4.4 Saudi Arabia Automated Machine Learning Market
    - 7.4.4.4.1 Saudi Arabia Automated Machine Learning Market by Application
    - 7.4.4.4.2 Saudi Arabia Automated Machine Learning Market by Offering
  - 7.4.4.5 Saudi Arabia Automated Machine Learning Market by Solution Deployment
    - 7.4.4.5.1 Saudi Arabia Automated Machine Learning Market by Vertical
  - 7.4.4.6 South Africa Automated Machine Learning Market
    - 7.4.4.6.1 South Africa Automated Machine Learning Market by Application
    - 7.4.4.6.2 South Africa Automated Machine Learning Market by Offering
    - 7.4.4.6.3 South Africa Automated Machine Learning Market by Vertical
  - 7.4.4.7 Nigeria Automated Machine Learning Market
    - 7.4.4.7.1 Nigeria Automated Machine Learning Market by Application
    - 7.4.4.7.2 Nigeria Automated Machine Learning Market by Offering
    - 7.4.4.7.3 Nigeria Automated Machine Learning Market by Vertical
  - 7.4.4.8 Rest of LAMEA Automated Machine Learning Market
    - 7.4.4.8.1 Rest of LAMEA Automated Machine Learning Market by Application
    - 7.4.4.8.2 Rest of LAMEA Automated Machine Learning Market by Offering
    - 7.4.4.8.3 Rest of LAMEA Automated Machine Learning Market by Vertical

Chapter 8. Company Profiles

8.1 Oracle Corporation
- 8.1.1 Company Overview
- 8.1.2 Financial Analysis
- 8.1.3 Segmental and Regional Analysis
- 8.1.4 Research & Development Expense
- 8.1.5 Recent strategies and developments:
  - 8.1.5.1 Partnerships, Collaborations, and Agreements:
  - 8.1.5.2 Product Launches and Product Expansions:
- 8.1.6 SWOT Analysis
8.2 IBM Corporation
- 8.2.1 Company Overview
- 8.2.2 Financial Analysis
- 8.2.3 Regional & Segmental Analysis
- 8.2.4 Research & Development Expenses
- 8.2.5 Recent strategies and developments:
  - 8.2.5.1 Acquisition and Mergers:
- 8.2.6 SWOT Analysis
8.3 Microsoft Corporation
- 8.3.1 Company Overview
- 8.3.2 Financial Analysis
- 8.3.3 Segmental and Regional Analysis
- 8.3.4 Research & Development Expenses
- 8.3.5 Recent strategies and developments:
  - 8.3.5.1 Partnerships, Collaborations, and Agreements:
- 8.3.6 SWOT Analysis
8.4 Google LLC (Alphabet Inc.)
- 8.4.1 Company Overview
- 8.4.2 Financial Analysis
- 8.4.3 Segmental and Regional Analysis
- 8.4.4 Research & Development Expense
- 8.4.5 Recent strategies and developments:
  - 8.4.5.1 Partnerships, Collaborations, and Agreements:
  - 8.4.5.2 Product Launches and Product Expansions:
- 8.4.6 SWOT Analysis
8.5 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 8.5.1 Company Overview
- 8.5.2 Financial Analysis
- 8.5.3 Segmental Analysis
- 8.5.4 Recent strategies and developments:
  - 8.5.4.1 Partnerships, Collaborations, and Agreements:
- 8.5.5 SWOT Analysis
8.6 Salesforce, Inc.
- 8.6.1 Company Overview
- 8.6.2 Financial Analysis
- 8.6.3 Regional Analysis
- 8.6.4 Research & Development Expense
- 8.6.5 Recent strategies and developments:
  - 8.6.5.1 Partnerships, Collaborations, and Agreements:
  - 8.6.5.2 Product Launches and Product Expansions:
- 8.6.6 SWOT Analysis
8.7 Hewlett Packard Enterprise Company
- 8.7.1 Company Overview
- 8.7.2 Financial Analysis
- 8.7.3 Segmental and Regional Analysis
- 8.7.4 Research & Development Expense
- 8.7.5 Recent strategies and developments:
  - 8.7.5.1 Acquisition and Mergers:
- 8.7.6 SWOT Analysis
8.8 Teradata Corporation
- 8.8.1 Company Overview
- 8.8.2 Financial Analysis
- 8.8.3 Regional Analysis
- 8.8.4 Research & Development Expense
- 8.8.5 SWOT Analysis
8.9 Alibaba Cloud (Alibaba Group Holding Limited)
- 8.9.1 Company Overview
- 8.9.2 Financial Analysis
- 8.9.3 Segmental Analysis
- 8.9.4 Recent strategies and developments:
  - 8.9.4.1 Partnerships, Collaborations, and Agreements:
8.10. Databricks, Inc.
- 8.10.1 Company Overview
- 8.10.2 Recent strategies and developments:
  - 8.10.2.1 Product Launches and Product Expansions:

自動機械学習の世界市場規模、シェア、産業動向分析レポート：用途別、提供別（ソリューションとサービス）、業界別、地域別展望と予測、2023年～2029年

Global Automated Machine Learning Market Size, Share & Industry Trends Analysis Report By Application, By Offering (Solution and Services), By Vertical, By Regional Outlook and Forecast, 2023 - 2029

目次

第1章市場範囲と調査手法

第2章市場概要

第3章競合分析- 世界

第4章世界の自動機械学習市場：用途別

第5章世界の自動機械学習市場：提供別

第6章世界の自動機械学習市場：業界別

第7章世界の自動機械学習市場：地域別

第8章企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global Automated Machine Learning Market by Application

Chapter 5. Global Automated Machine Learning Market by Offering

Chapter 6. Global Automated Machine Learning Market by Vertical

Chapter 7. Global Automated Machine Learning Market by Region

Chapter 8. Company Profiles

自動機械学習の世界市場規模、シェア、産業動向分析レポート：用途別、提供別（ソリューションとサービス）、業界別、地域別展望と予測、2023年～2029年

Global Automated Machine Learning Market Size, Share & Industry Trends Analysis Report By Application, By Offering (Solution and Services), By Vertical, By Regional Outlook and Forecast, 2023 - 2029

目次

第1章 市場範囲と調査手法

第2章 市場概要

第3章 競合分析- 世界

第4章 世界の自動機械学習市場：用途別

第5章 世界の自動機械学習市場：提供別

第6章 世界の自動機械学習市場：業界別

第7章 世界の自動機械学習市場：地域別

第8章 企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global Automated Machine Learning Market by Application

Chapter 5. Global Automated Machine Learning Market by Offering

Chapter 6. Global Automated Machine Learning Market by Vertical

Chapter 7. Global Automated Machine Learning Market by Region

Chapter 8. Company Profiles

第1章市場範囲と調査手法

第2章市場概要

第3章競合分析- 世界

第4章世界の自動機械学習市場：用途別

第5章世界の自動機械学習市場：提供別

第6章世界の自動機械学習市場：業界別

第7章世界の自動機械学習市場：地域別

第8章企業プロファイル