サンプル依頼リスト カート
  • English
  • Korean
  • Traditional Chinese
  • Simplified Chinese
市場調査レポート
商品コード
1321464

機械学習の市場規模、シェア、動向分析レポート：コンポーネント別、企業規模別、最終用途別、地域別、セグメント予測、2023年～2030年

Machine Learning Market Size, Share & Trends Analysis Report By Component (Hardware, Software, Services), By Enterprise Size, By End-use (Advertising & Media, Healthcare, Retail), By Region, And Segment Forecasts, 2023 - 2030

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
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=146.82円
機械学習の市場規模、シェア、動向分析レポート：コンポーネント別、企業規模別、最終用途別、地域別、セグメント予測、2023年～2030年
出版日: 2023年07月03日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

機械学習市場の成長と動向

Grand View Research, Inc.の最新レポートによると、世界の機械学習市場規模は2030年までに4,199億4,000万米ドルに達すると予測されています。

同市場は2023年から2030年にかけてCAGR 34.8％で拡大すると予測されています。同市場は、各業界におけるAIを活用したソリューションの需要増加を背景に、継続的な成長を遂げています。機械学習の可能性を認識し、その応用に投資する組織が増えるにつれて、さらに拡大すると予想されます。エッジAIの導入拡大が市場成長の要因となっています。エッジAIは、クラウドコンピューティングへの依存を低減し、応答時間の短縮、プライバシーの向上、帯域幅の効率化を実現します。

数多くの企業が、生産性を高め、プロセスを合理化し、意思決定を促進するために、さまざまな業界で機械学習（ML）を利用しています。MLは、パーソナライズされた製品推奨、需要予測、不正検知、在庫管理、価格最適化などに利用されています。例えば、米国を拠点とするメディアストリーミングおよびビデオレンタル企業のNetflix, Inc.は、顧客体験を向上させるために機械学習を利用しています。同社は以前から機械学習アルゴリズムを用いて、視聴者にお薦めの作品をパーソナライズしています。米国を拠点とする多国籍テクノロジー企業であるAmazon.com, Incのようなeコマース企業も、売上を伸ばすためにレコメンデーションにMLを利用しています。

きめ細かなパーソナライゼーション、ハイパーターゲティング、検索エンジン最適化（SEO）、ノーコード環境、自己学習ボットなどの開発は、機械学習状況に大きな影響を与えると予想されます。これらの新興国市場は、パーソナライズされた体験、ウェブサイトランキングの向上、効率的なマーケティング戦略、アクセシビリティ、インテリジェントな自動化に対する需要に後押しされ、機械学習アプリケーションを継続的に進化させています。

例えば、GoogleLLCは機械学習、特にコンピューター・ビジョンの分野で大きく前進しました。Googleの研究部門であるGoogleリサーチは、InceptionシリーズやEfficientDetオブジェクト検出モデルなどの機械学習モデルを開発・展開してきました。これらのモデルは、画像分類、物体検出、画像セグメンテーションなどのコンピュータ・ビジョン・タスクの精度と性能を大幅に向上させています。

北米の多くの産業が、膨大なデータから洞察を得てビジネスオペレーションを改善するために機械学習を採用しています。機械学習は、金融、ヘルスケア、小売、製造、テクノロジーなど様々な分野で、不正検出、パーソナライズされたマーケティング、予測保守、自動顧客サービスなどのタスクを実行するために使用されています。北米ではクラウドベースの機械学習サービスの採用が拡大しており、市場の成長を後押ししています。Amazon Web Services、Microsoft Azure、Google Cloudといったクラウド・コンピューティング・プラットフォームの台頭により、企業は機械学習ツールやインフラへのアクセスや導入が容易になっています。

機械学習市場レポートハイライト

  • コネクテッドAIの出現により、MLアルゴリズムが新たに利用可能になった情報に基づいて継続的に学習することが可能になると予想されます。こうした発展は、今後数年間の市場拡大を促進すると予想されます。これらの技術が進歩し成熟し続けるにつれて、様々な業界に変革的な影響を与え、ビジネスの運営、意思決定、顧客への価値提供の方法を形作ることが期待されます。
  • 広告・メディア分野は、2022年の売上シェア20.0％で市場を独占しました。広告・メディア分野は、この技術が提供するバイヤーの最適化、データ処理、分析などの機能により、2022年に最大のシェアを占めました。
  • コンピューティングパワーの進歩、データ生成量の増加、自動化された意思決定の必要性などの要因が、様々な業界における機械学習ソリューションの需要を促進しています。
  • アジア太平洋地域は、2023年から2030年にかけてCAGR 43.5％という最も速く成長すると予想されています。この地域は人口が多く、多様な産業があり、技術インフラへの投資が拡大していることが、すべて市場成長に寄与しています。

目次

第1章 調査手法と範囲

  • 市場セグメンテーションと範囲
  • 市場の定義
  • 情報調達
  • 調査範囲と前提条件

第2章 エグゼクティブサマリー

第3章 機械学習市場の変数と動向

  • 市場系統の見通し
  • 普及と成長の見通しマッピング
  • 業界のバリューチェーン分析
  • 市場力学
    • 市場促進要因の影響分析
    • 市場抑制要因の影響分析
    • 業界の課題
    • 業界の機会
  • 業界分析ツール
    • ポーターの分析
    • マクロ経済分析
  • COVID-19の影響分析

第4章 機械学習市場：コンポーネントの推定・動向分析

  • コンポーネントの変動分析と市場シェア、2022年と2030年
  • コンポーネント別
    • ハードウェア
    • ソフトウェア
    • サービス

第5章 機械学習市場：企業規模の推定・動向分析

  • 企業規模の変動分析と市場シェア、2022年と2030年
  • 企業規模別
    • 中小企業
    • 大企業

第6章 機械学習市場：最終用途の推定・動向分析

  • 最終用途の変動分析と市場シェア、2022年と2030年
  • 最終用途別
    • ヘルスケア
    • BFSI
    • 法律
    • 小売り
    • 広告メディア
    • 自動車と輸送
    • 農業
    • 製造業
    • その他

第7章 機械学習：地域別の見通し推定・動向分析

  • 機械学習市場：地域別の見通し
  • 北米
    • 北米の機械学習市場推計・予測、2017～2030年
    • 米国
    • カナダ
  • 欧州
    • 欧州の機械学習市場推計・予測、2017～2030年
    • ドイツ
    • 英国
    • フランス
  • アジア太平洋地域
    • アジア太平洋地域の機械学習市場推計・予測、2017～2030年
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ラテンアメリカの機械学習市場推計・予測、2017～2030年
    • ブラジル
    • メキシコ
  • 中東・アフリカ
    • MEA機械学習市場推計・予測、2017～2030年
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第8章 機械学習市場-競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • 企業の分類
  • 参入企業の概要
  • 財務実績
  • 製品のベンチマーク
  • 企業の市場シェア分析、2022年
  • 企業ヒートマップ分析
  • 戦略マッピング
    • 拡張
    • 合併と買収
    • パートナーシップとコラボレーション
    • 新製品の発売
  • 戦略マッピング
    • Amazon Web Services, Inc.
    • Baidu Inc.
    • Google Inc.
    • H2o.ai
    • Hewlett Packard Enterprise Development Lp
    • Intel Corporation
    • International Business Machines Corporation
    • Microsoft Corporation
    • Sas Institute Inc.
    • Sap Se
図表

List of Tables

  • Table 1 Industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global Machine Learning Market, 2017 - 2030 (USD Billion)
  • Table 3 Global Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 4 Global Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 5 Global Machine Learning Market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 6 Global Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 7 Key market driver impact
  • Table 8 Key market restraint impact
  • Table 9 Hardware Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 10 Software Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 11 Services Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 12 SMEs Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 13 Large Enterprises Analytic Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 14 Healthcare Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 15 BFSI Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 16 Law Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 17 Retail Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 18 Advertising & Media Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 19 Automotive & Transportation Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 20 Agriculture Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 21 Manufacturing Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 22 Others Machine Learning market, by region, 2017 - 2030 (USD Billion)
  • Table 23 North America Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 24 North America Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 25 North America Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 26 U.S. Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 27 U.S. Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 28 U.S. Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 29 Canada Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 30 Canada Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 31 Canada Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 32 Europe Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 33 Europe Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 34 Europe Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 35 UK Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 36 UK Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 37 UK Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 38 Germany Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 39 Germany Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 40 Germany Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 41 France Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 42 France Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 43 France Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 44 Asia Pacific Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 45 Asia Pacific Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 46 Asia Pacific Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 47 China Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 48 China Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 49 China Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 50 Japan Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 51 Japan Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 52 Japan Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 53 India Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 54 India Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 55 India Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 56 South Korea Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 57 South Korea Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 58 South Korea Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 59 Australia Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 60 Australia Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 61 Australia Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 62 Latin America Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 63 Latin America Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 64 Latin America Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 65 Mexico Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 66 Mexico Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 67 Mexico Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 68 Brazil Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 69 Brazil Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 70 Brazil Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 71 MEA Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 72 MEA Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 73 MEA Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 74 Kingdom of Saudi Arabia (KSA) Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 75 Kingdom of Saudi Arabia (KSA) Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 76 Kingdom of Saudi Arabia (KSA) Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 77 UAE Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 78 UAE Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 79 UAE Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
  • Table 80 South Africa Machine Learning market, by component, 2017 - 2030 (USD Billion)
  • Table 81 South Africa Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
  • Table 82 South Africa Machine Learning market, by end-use, 2017 - 2030 (USD Billion)

List of Figures

  • Fig. 1 Research process
  • Fig. 2 Market formulation
  • Fig. 3 Machine Learning market segmentation
  • Fig. 4 Market Size, 2017 - 2030 (USD Billion)
  • Fig. 5 Value chain analysis
  • Fig. 6 Market dynamics
  • Fig. 7 Penetration and key opportunities mapping, 2030
  • Fig. 8 Machine Learning market share by component, 2022 & 2030
  • Fig. 9 Machine Learning market share by enterprise size, 2022 & 2030
  • Fig. 10 Machine Learning market share by end-use, 2022 & 2030
  • Fig. 11 Regional marketplace: Key takeaways
  • Fig. 12 North America Machine Learning market - Key takeaways
  • Fig. 13 Europe Machine Learning market - Key takeaways
  • Fig. 14 Asia Pacific Machine Learning market - Key takeaways
  • Fig. 15 Latin America Machine Learning market - Key takeaways
  • Fig. 16 Middle East & Africa (MEA) Machine Learning market - Key takeaways
目次
Product Code: GVR-4-68038-095-8

Machine Learning Market Growth & Trends

The global machine learning market size is anticipated to reach USD 419.94 billion by 2030, according to a new report by Grand View Research, Inc. The market is expected to expand at a CAGR of 34.8% from 2023 to 2030. The market is experiencing continuous growth, driven by the increasing demand for AI-driven solutions across industries. It is expected to expand further as more organizations recognize the potential of machine learning and invest in its applications. The growing deployment of Edge AI is responsible for market growth. Edge AI reduces the reliance on cloud computing and provides faster response times, improved privacy, and bandwidth efficiency.

Numerous companies are using machine learning (ML) in various industries to boost productivity, streamline processes, and facilitate decision-making. ML is used for personalized product recommendations, demand forecasting, fraud detection, inventory management, and pricing optimization. For instance, Netflix, Inc., a U.S.-based media-streaming and video-rental company, uses machine learning to enhance the customer experience. The company has long been using machine learning algorithms to personalize its viewer recommendations. E-commerce firms like Amazon.com, Inc, a U.S.-based multinational technology company, also uses ML for recommendation to boost sales.

Developments such as fine-tuned personalization, hyper-targeting, search engine optimization (SEO), no-code environments, self-learning bots, and others are expected to impact the machine-learning landscape significantly. These developments are responsible for the continuous evolution of machine learning applications, driven by the demand for personalized experiences, improved website rankings, efficient marketing strategies, accessibility, and intelligent automation.

For instance, Google LLC has significantly advanced machine learning, specifically in computer vision. Google's research division, Google Research, has developed and deployed machine learning models such as the Inception series and the EfficientDet object detection model. These models have significantly enhanced the accuracy and performance of computer vision tasks, including image classification, object detection, and image segmentation.

Many industries in North America have adopted machine learning to gain insights from massive data and improve business operations. Machine learning is used in various sectors such as finance, healthcare, retail, manufacturing, and technology to perform tasks such as fraud detection, personalized marketing, predictive maintenance, and automated customer service. The growing adoption of cloud-based machine learning services in North America propels the market's growth. The rise of cloud computing platforms, such as Amazon Web Services, Microsoft Azure, and Google Cloud, has made it easier for businesses to access and deploy machine learning tools and infrastructure.

Machine Learning Market Report Highlights

  • The emergence of connected AI is anticipated to make it possible for ML algorithms to learn based on newly available information continuously. These developments are expected to propel the market expansion in the upcoming years. As these technologies continue to advance and mature, they are expected to have a transformative impact on various industries, shaping the way businesses operate, make decisions, and deliver value to customers
  • The advertising & media segment dominated the market with a revenue share of 20.0% in 2022. The advertising and media sector accounted for the largest share in 2022 owing to capabilities such as buyer's optimization, data processing, and analysis provided by the technology
  • Factors such as advancements in computing power, increased data generation, and the need for automated decision-making drive the demand for machine learning solutions across various industries
  • The Asia Pacific region is expected to grow at the fastest CAGR of 43.5% from 2023 to 2030. The region's large population, diverse industries, and growing investment in technological infrastructure all contribute to market growth

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Market Segmentation & Scope
  • 1.2 Market Definitions
  • 1.3 Information Procurement
    • 1.3.1 Information Analysis
    • 1.3.2 Market Formulation & Data Visualization
    • 1.3.3 Data Validation & Publishing
  • 1.4 Research Scope And Assumptions
    • 1.4.1 List Of Data Sources

Chapter 2 Executive Summary

  • 2.1 Market Snapshot
  • 2.2 Segment Snapshot
  • 2.3 Competitive Landscape Snapshot

Chapter 3 Machine Learning Market Variables And Trends

  • 3.1 Market Lineage Outlook
  • 3.2 Penetration & Growth Prospect Mapping
  • 3.3 Industry Value Chain Analysis
  • 3.4 Market Dynamics
    • 3.4.1 Market Driver Impact Analysis
      • 3.4.1.1 Increasing Applications Of Ml Algorithm
      • 3.4.1.2 Rising Adoption Of Advanced Technologies
    • 3.4.2 Market Restraint Impact Analysis
      • 3.4.2.1 Lack Of Skilled Labor
    • 3.4.3 Industry Challenges
    • 3.4.4 Industry Opportunities
  • 3.5 Industry Analysis Tools
    • 3.5.1 Porter's Analysis
    • 3.5.2 Macroeconomic Analysis
  • 3.6 COVID-19 Impact Analysis

Chapter 4 Machine Learning Market: Component Estimates & Trend Analysis

  • 4.1 Component Movement Analysis & Market Share, 2022 & 2030
  • 4.2 Machine Learning Market Estimates And Forecast, By Component (USD Billion)
    • 4.2.1 Hardware
    • 4.2.2 Software
    • 4.2.3 Services

Chapter 5 Machine Learning Market: Enterprise Size Estimates & Trend Analysis

  • 5.1 Enterprise Size Movement Analysis & Market Share, 2022 & 2030
  • 5.2 Machine Learning Market Estimates And Forecast, By Enterprise Size (USD Billion)
    • 5.2.1 Smes
    • 5.2.2 Large Enterprises

Chapter 6 Machine Learning Market: End-Use Estimates & Trend Analysis

  • 6.1 End-use Movement Analysis & Market Share, 2022 & 2030
  • 6.2 Machine Learning Market Estimates And Forecast, By End-use (USD Billion)
    • 6.2.1 Healthcare
    • 6.2.2 BFSI
    • 6.2.3 Law
    • 6.2.4 Retail
    • 6.2.5 Advertising & Media
    • 6.2.6 Automotive & Transportation
    • 6.2.7 Agriculture
    • 6.2.8 Manufacturing
    • 6.2.9 Others

Chapter 7 Machine Learning: Regional Outlook Estimates & Trend Analysis

  • 7.1 Machine Learning Market: Regional Outlook
  • 7.2 North America
    • 7.2.1 North America Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.2.2 U.S.
      • 7.2.2.1 U.S. Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.2.3 Canada
      • 7.2.3.1 Canada Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
  • 7.3 Europe
    • 7.3.1 Europe Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.3.2 Germany
      • 7.3.2.1 Germany. Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.3.3 UK
      • 7.3.3.1 UK Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.3.4 France
      • 7.3.4.1 France Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
  • 7.4 Asia Pacific
    • 7.4.1 Asia Pacific Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.4.2 China
      • 7.4.2.1 China Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.4.3 Japan
      • 7.4.3.1 Japan Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.4.4 India
      • 7.4.4.1 India Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.4.5 South Korea
      • 7.4.5.1 South Korea Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.4.6 Australia
      • 7.4.6.1 Australia Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
  • 7.5 Latin America
    • 7.5.1 Latin America Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.5.2 Brazil
      • 7.5.2.1 Brazil Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.5.3 Mexico
      • 7.5.3.1 Mexico Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
  • 7.6 MEA
    • 7.6.1 MEA Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.6.2 Kingdom Of Saudi Arabia
      • 7.6.2.1 Kingdom Of Saudi Arabia Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.6.3 UAE
      • 7.6.3.1 UAE Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
    • 7.6.4 South Africa
      • 7.6.4.1 South Africa Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)

Chapter 8 Machine Learning Market - Competitive Landscape

  • 8.1 Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2 Company Categorization
  • 8.3 Participant's Overview
  • 8.4 Financial Performance
  • 8.5 Product Benchmarking
  • 8.6 Company Market Share Analysis, 2022
  • 8.7 Company Heat Map Analysis
  • 8.8 Strategy Mapping
    • 8.8.1 Expansion
    • 8.8.2 Mergers & Acquisition
    • 8.8.3 Partnerships & Collaborations
    • 8.8.4 New Product Launches
  • 8.9 Strategy Mapping
    • 8.9.1 Amazon Web Services, Inc.
    • 8.9.2 Baidu Inc.
    • 8.9.3 Google Inc.
    • 8.9.4 H2o.ai
    • 8.9.5 Hewlett Packard Enterprise Development Lp
    • 8.9.6 Intel Corporation
    • 8.9.7 International Business Machines Corporation
    • 8.9.8 Microsoft Corporation
    • 8.9.9 Sas Institute Inc.
    • 8.9.10 Sap Se