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1434956

自動機械学習市場：オートメーションタイプ、展開、アプリケーション別- 世界予測2024-2030年

Automated Machine Learning Market by Automation Type (Data Processing, Feature Engineering, Modeling), Deployment (Cloud, On-premises), Application - Global Forecast 2024-2030
出版日: | 発行: 360iResearch | ページ情報: 英文 186 Pages | 納期: 即日から翌営業日

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=156.76円
自動機械学習市場：オートメーションタイプ、展開、アプリケーション別- 世界予測2024-2030年
出版日: 2024年01月15日
発行: 360iResearch
ページ情報: 英文 186 Pages
納期: 即日から翌営業日
ご注意事項 :
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
  • 全表示
  • 概要
  • 図表
  • 目次
概要

自動機械学習市場規模は2023年に16億3,000万米ドルと推計され、2024年には22億1,000万米ドルに達し、CAGR 35.70％で2030年には138億8,000万米ドルに達すると予測されます。

自動機械学習の世界市場

主な市場の統計
基準年[2023］ 16億3,000万米ドル
予測年[2024］ 22億1,000万米ドル
予測年 [2030] 138億8,000万米ドル
CAGR（%） 35.70%
自動機械学習 Market-IMG1

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスは自動機械学習市場を評価する上で極めて重要です。事業戦略と製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件に沿った十分な情報に基づいた意思決定を行うことができます。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、自動機械学習市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1-市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2-市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3-市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4-競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力などを網羅的に評価します。

5-製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1-自動機械学習市場の市場規模および予測は？

2-自動機械学習市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3-自動機械学習市場における技術動向と規制の枠組みは？

4-自動機械学習市場における主要ベンダーの市場シェアは？

5-自動機械学習市場への参入に適した形態や戦略的手段は？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

  • 市場力学
    • 促進要因
      • 意思決定のためのデータに基づく洞察に対する需要の高まり
      • 機械学習機能の民主化の拡大
    • 抑制要因
      • AutoMLプラットフォームに関連する解釈可能性と透明性の問題
    • 機会
      • 人工知能（AI）および機械学習（ML）テクノロジーの進歩
      • 機械学習モデルの開発を強化するAutoMLとDevOpsプラクティスの統合の拡大
    • 課題
      • AutoMLプラットフォームのセキュリティとプライバシーに関する懸念
  • 市場セグメンテーション分析
  • 市場動向分析
  • 高インフレの累積的影響
  • ポーターのファイブフォース分析
  • バリューチェーンとクリティカルパス分析
  • 規制の枠組み

第6章 自動機械学習市場自動化タイプ別

  • 情報処理
  • 特徴量エンジニアリング
  • モデリング
  • 視覚化

第7章 自動機械学習市場：展開別

  • クラウド
  • オンプレミス

第8章 自動機械学習市場：用途別

  • 自動車、輸送、物流
  • 銀行、金融サービス、保険
  • 政府と防衛
  • ヘルスケアとライフサイエンス
  • ITと通信
  • メディアとエンターテイメント

第9章 南北アメリカの自動機械学習市場

  • アルゼンチン
  • ブラジル
  • カナダ
  • メキシコ
  • 米国

第10章 アジア太平洋地域の自動機械学習市場

  • オーストラリア
  • 中国
  • インド
  • インドネシア
  • 日本
  • マレーシア
  • フィリピン
  • シンガポール
  • 韓国
  • 台湾
  • タイ
  • ベトナム

第11章 欧州・中東・アフリカの自動機械学習市場

  • デンマーク
  • エジプト
  • フィンランド
  • フランス
  • ドイツ
  • イスラエル
  • イタリア
  • オランダ
  • ナイジェリア
  • ノルウェー
  • ポーランド
  • カタール
  • ロシア
  • サウジアラビア
  • 南アフリカ
  • スペイン
  • スウェーデン
  • スイス
  • トルコ
  • アラブ首長国連邦
  • 英国

第12章 競合情勢

  • FPNVポジショニングマトリクス
  • 市場シェア分析：主要企業別
  • 競合シナリオ主要企業別の分析

第13章 競争力のあるポートフォリオ

  • 主要な企業プロファイル
    • Aible, Inc.
    • Akkio Inc.
    • Altair Engineering Inc.
    • Alteryx
    • Amazon Web Services, Inc.
    • Automated Machine Learning Ltd.
    • BigML, Inc.
    • Databricks, Inc.
    • Dataiku
    • DataRobot, Inc.
    • Google LLC by Alphabet Inc.
    • H2O.ai, Inc.
    • Hewlett Packard Enterprise Company
    • InData Labs Group Limited
    • Intel Corporation
    • International Business Machines Corporation
    • Microsoft Corporation
    • Oracle Corporation
    • QlikTech International AB
    • Runai Labs Ltd.
    • Salesforce, Inc.
    • SAS Institute Inc.
    • ServiceNow, Inc.
    • SparkCognition, Inc.
    • STMicroelectronics
    • Tata Consultancy Services Limited
    • TAZI AI
    • Tellius, Inc.
    • Weidmuller Limited
    • Wolfram
    • Yellow.ai
  • 主要な製品ポートフォリオ

第14章 付録

  • ディスカッションガイド
  • ライセンスと価格について
図表

LIST OF FIGURES

  • FIGURE 1. AUTOMATED MACHINE LEARNING MARKET RESEARCH PROCESS
  • FIGURE 2. AUTOMATED MACHINE LEARNING MARKET SIZE, 2023 VS 2030
  • FIGURE 3. AUTOMATED MACHINE LEARNING MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. AUTOMATED MACHINE LEARNING MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. AUTOMATED MACHINE LEARNING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. AUTOMATED MACHINE LEARNING MARKET DYNAMICS
  • FIGURE 7. AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2023 VS 2030 (%)
  • FIGURE 8. AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 10. AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 12. AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. AMERICAS AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 14. AMERICAS AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. UNITED STATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 16. UNITED STATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. ASIA-PACIFIC AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 18. ASIA-PACIFIC AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. AUTOMATED MACHINE LEARNING MARKET, FPNV POSITIONING MATRIX, 2023
  • FIGURE 22. AUTOMATED MACHINE LEARNING MARKET SHARE, BY KEY PLAYER, 2023

LIST OF TABLES

  • TABLE 1. AUTOMATED MACHINE LEARNING MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. AUTOMATED MACHINE LEARNING MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL AUTOMATED MACHINE LEARNING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 6. AUTOMATED MACHINE LEARNING MARKET SIZE, BY DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 7. AUTOMATED MACHINE LEARNING MARKET SIZE, BY FEATURE ENGINEERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 8. AUTOMATED MACHINE LEARNING MARKET SIZE, BY MODELING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. AUTOMATED MACHINE LEARNING MARKET SIZE, BY VISUALIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 11. AUTOMATED MACHINE LEARNING MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. AUTOMATED MACHINE LEARNING MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 14. AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMOTIVE, TRANSPORTATIONS, AND LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. AUTOMATED MACHINE LEARNING MARKET SIZE, BY BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. AUTOMATED MACHINE LEARNING MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. AUTOMATED MACHINE LEARNING MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. AUTOMATED MACHINE LEARNING MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. AUTOMATED MACHINE LEARNING MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. AMERICAS AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 21. AMERICAS AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 22. AMERICAS AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 23. AMERICAS AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 24. ARGENTINA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 25. ARGENTINA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 26. ARGENTINA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 27. BRAZIL AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 28. BRAZIL AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 29. BRAZIL AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 30. CANADA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 31. CANADA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 32. CANADA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 33. MEXICO AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 34. MEXICO AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 35. MEXICO AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 36. UNITED STATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 37. UNITED STATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 38. UNITED STATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 39. UNITED STATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 40. ASIA-PACIFIC AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 41. ASIA-PACIFIC AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 42. ASIA-PACIFIC AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 43. ASIA-PACIFIC AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 44. AUSTRALIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 45. AUSTRALIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 46. AUSTRALIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 47. CHINA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 48. CHINA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 49. CHINA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 50. INDIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 51. INDIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 52. INDIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 53. INDONESIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 54. INDONESIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 55. INDONESIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 56. JAPAN AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 57. JAPAN AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 58. JAPAN AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 59. MALAYSIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 60. MALAYSIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 61. MALAYSIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 62. PHILIPPINES AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 63. PHILIPPINES AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 64. PHILIPPINES AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 65. SINGAPORE AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 66. SINGAPORE AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 67. SINGAPORE AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 68. SOUTH KOREA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 69. SOUTH KOREA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 70. SOUTH KOREA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 71. TAIWAN AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 72. TAIWAN AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 73. TAIWAN AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 74. THAILAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 75. THAILAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 76. THAILAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 77. VIETNAM AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 78. VIETNAM AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 79. VIETNAM AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 80. EUROPE, MIDDLE EAST & AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 81. EUROPE, MIDDLE EAST & AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 82. EUROPE, MIDDLE EAST & AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 83. EUROPE, MIDDLE EAST & AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 84. DENMARK AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 85. DENMARK AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 86. DENMARK AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 87. EGYPT AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 88. EGYPT AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 89. EGYPT AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 90. FINLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 91. FINLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 92. FINLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 93. FRANCE AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 94. FRANCE AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 95. FRANCE AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 96. GERMANY AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 97. GERMANY AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 98. GERMANY AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 99. ISRAEL AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 100. ISRAEL AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 101. ISRAEL AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 102. ITALY AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 103. ITALY AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 104. ITALY AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 105. NETHERLANDS AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 106. NETHERLANDS AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 107. NETHERLANDS AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 108. NIGERIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 109. NIGERIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 110. NIGERIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 111. NORWAY AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 112. NORWAY AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 113. NORWAY AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 114. POLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 115. POLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 116. POLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 117. QATAR AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 118. QATAR AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 119. QATAR AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 120. RUSSIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 121. RUSSIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 122. RUSSIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 123. SAUDI ARABIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 124. SAUDI ARABIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 125. SAUDI ARABIA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 126. SOUTH AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 127. SOUTH AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 128. SOUTH AFRICA AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 129. SPAIN AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 130. SPAIN AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 131. SPAIN AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 132. SWEDEN AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 133. SWEDEN AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 134. SWEDEN AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 135. SWITZERLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 136. SWITZERLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 137. SWITZERLAND AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 138. TURKEY AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 139. TURKEY AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 140. TURKEY AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 141. UNITED ARAB EMIRATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 142. UNITED ARAB EMIRATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 143. UNITED ARAB EMIRATES AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 144. UNITED KINGDOM AUTOMATED MACHINE LEARNING MARKET SIZE, BY AUTOMATION TYPE, 2018-2030 (USD MILLION)
  • TABLE 145. UNITED KINGDOM AUTOMATED MACHINE LEARNING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 146. UNITED KINGDOM AUTOMATED MACHINE LEARNING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 147. AUTOMATED MACHINE LEARNING MARKET, FPNV POSITIONING MATRIX, 2023
  • TABLE 148. AUTOMATED MACHINE LEARNING MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 149. AUTOMATED MACHINE LEARNING MARKET LICENSE & PRICING
目次
Product Code: MRR-961BA04A2DBA

[186 Pages Report] The Automated Machine Learning Market size was estimated at USD 1.63 billion in 2023 and expected to reach USD 2.21 billion in 2024, at a CAGR 35.70% to reach USD 13.88 billion by 2030.

Global Automated Machine Learning Market

KEY MARKET STATISTICS
Base Year [2023] USD 1.63 billion
Estimated Year [2024] USD 2.21 billion
Forecast Year [2030] USD 13.88 billion
CAGR (%) 35.70%
Automated Machine Learning Market - IMG1

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Automated Machine Learning Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Automated Machine Learning Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Automated Machine Learning Market, highlighting leading vendors and their innovative profiles. These include Aible, Inc., Akkio Inc., Altair Engineering Inc., Alteryx, Amazon Web Services, Inc., Automated Machine Learning Ltd., BigML, Inc., Databricks, Inc., Dataiku, DataRobot, Inc., Google LLC by Alphabet Inc., H2O.ai, Inc., Hewlett Packard Enterprise Company, InData Labs Group Limited, Intel Corporation, International Business Machines Corporation, Microsoft Corporation, Oracle Corporation, QlikTech International AB, Runai Labs Ltd., Salesforce, Inc., SAS Institute Inc., ServiceNow, Inc., SparkCognition, Inc., STMicroelectronics, Tata Consultancy Services Limited, TAZI AI, Tellius, Inc., Weidmuller Limited, Wolfram, and Yellow.ai.

Market Segmentation & Coverage

This research report categorizes the Automated Machine Learning Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Automation Type
    • Data Processing
    • Feature Engineering
    • Modeling
    • Visualization
  • Deployment
    • Cloud
    • On-premises
  • Application
    • Automotive, Transportations, and Logistics
    • Banking, Financial Services, and Insurance
    • Government & Defense
    • Healthcare & Life Sciences
    • It & Telecommunications
    • Media & Entertainment
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Automated Machine Learning Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Automated Machine Learning Market?

3. What are the technology trends and regulatory frameworks in the Automated Machine Learning Market?

4. What is the market share of the leading vendors in the Automated Machine Learning Market?

5. Which modes and strategic moves are suitable for entering the Automated Machine Learning Market?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Limitations
  • 1.7. Assumptions
  • 1.8. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

  • 4.1. Introduction
  • 4.2. Automated Machine Learning Market, by Region

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing demand for data-driven insights for decision-making
      • 5.1.1.2. Expanding democratization of machine learning capabilities
    • 5.1.2. Restraints
      • 5.1.2.1. Interpretability and transparency issues associated with AutoML platforms
    • 5.1.3. Opportunities
      • 5.1.3.1. Advancements in artificial intelligence (AI) and machine learning (ML) technologies
      • 5.1.3.2. Growing integration of AutoML with DevOps practices that enhance the development of machine learning models
    • 5.1.4. Challenges
      • 5.1.4.1. Security and privacy concerns of AutoML platforms
  • 5.2. Market Segmentation Analysis
  • 5.3. Market Trend Analysis
  • 5.4. Cumulative Impact of High Inflation
  • 5.5. Porter's Five Forces Analysis
    • 5.5.1. Threat of New Entrants
    • 5.5.2. Threat of Substitutes
    • 5.5.3. Bargaining Power of Customers
    • 5.5.4. Bargaining Power of Suppliers
    • 5.5.5. Industry Rivalry
  • 5.6. Value Chain & Critical Path Analysis
  • 5.7. Regulatory Framework

6. Automated Machine Learning Market, by Automation Type

  • 6.1. Introduction
  • 6.2. Data Processing
  • 6.3. Feature Engineering
  • 6.4. Modeling
  • 6.5. Visualization

7. Automated Machine Learning Market, by Deployment

  • 7.1. Introduction
  • 7.2. Cloud
  • 7.3. On-premises

8. Automated Machine Learning Market, by Application

  • 8.1. Introduction
  • 8.2. Automotive, Transportations, and Logistics
  • 8.3. Banking, Financial Services, and Insurance
  • 8.4. Government & Defense
  • 8.5. Healthcare & Life Sciences
  • 8.6. It & Telecommunications
  • 8.7. Media & Entertainment

9. Americas Automated Machine Learning Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Automated Machine Learning Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Automated Machine Learning Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. FPNV Positioning Matrix
  • 12.2. Market Share Analysis, By Key Player
  • 12.3. Competitive Scenario Analysis, By Key Player

13. Competitive Portfolio

  • 13.1. Key Company Profiles
    • 13.1.1. Aible, Inc.
    • 13.1.2. Akkio Inc.
    • 13.1.3. Altair Engineering Inc.
    • 13.1.4. Alteryx
    • 13.1.5. Amazon Web Services, Inc.
    • 13.1.6. Automated Machine Learning Ltd.
    • 13.1.7. BigML, Inc.
    • 13.1.8. Databricks, Inc.
    • 13.1.9. Dataiku
    • 13.1.10. DataRobot, Inc.
    • 13.1.11. Google LLC by Alphabet Inc.
    • 13.1.12. H2O.ai, Inc.
    • 13.1.13. Hewlett Packard Enterprise Company
    • 13.1.14. InData Labs Group Limited
    • 13.1.15. Intel Corporation
    • 13.1.16. International Business Machines Corporation
    • 13.1.17. Microsoft Corporation
    • 13.1.18. Oracle Corporation
    • 13.1.19. QlikTech International AB
    • 13.1.20. Runai Labs Ltd.
    • 13.1.21. Salesforce, Inc.
    • 13.1.22. SAS Institute Inc.
    • 13.1.23. ServiceNow, Inc.
    • 13.1.24. SparkCognition, Inc.
    • 13.1.25. STMicroelectronics
    • 13.1.26. Tata Consultancy Services Limited
    • 13.1.27. TAZI AI
    • 13.1.28. Tellius, Inc.
    • 13.1.29. Weidmuller Limited
    • 13.1.30. Wolfram
    • 13.1.31. Yellow.ai
  • 13.2. Key Product Portfolio

14. Appendix

  • 14.1. Discussion Guide
  • 14.2. License & Pricing