Machine Learning Market Size, Share, Growth & Industry Analysis, By Deployment (Cloud-based, On-Premises), By Enterprise Size (Small & Medium Enterprises, Large Enterprises), By Vertical (BFSI, IT & Telecommunication, Healthcare, Retail, Advertising & Media, Others), and Regional Analysis, 2024-2031

TABLE OF CONTENT

1 INTRODUCTION OF THE GLOBAL MACHINE LEARNING MARKET 
1.1 Market Definition
1.2 Market Segmentation
1.3 Research Timelines
1.4 Limitations
1.5 Assumptions

2 EXECUTIVE SUMMARY

3 RESEARCH METHODOLOGY
3.1 Data Collection
3.1.1 Secondary Sources
3.1.2 Primary Sources
3.1.3 Research Flow
3.2 Subject Matter Expert Advice
3.3 Quality Check
3.4 Final Review
3.5 Bottom-Up Approach
3.6 Top-down Approach

4 GLOBAL MACHINE LEARNING MARKET OUTLOOK
4.1 Market Evolution
4.2 Overview
4.3 Market Dynamics
4.3.1 Drivers
4.3.2 Restraints
4.3.3 Opportunities
4.3.4 Challenges
4.4 Pricing Analysis
4.5 Porter’s Five Forces Analysis
4.6 Value Chain Analysis
4.7 Macroeconomic Analysis

5 IMPACT OF RUSSIA-UKRAINE WAR

6 GLOBAL MACHINE LEARNING MARKET, BY DEPLOYMENT
6.1 Overview
6.2 Cloud-based
6.3 On-Premises

7 GLOBAL MACHINE LEARNING MARKET, BY ENTERPRISE SIZE
7.1 Overview
7.2 Small & Medium Enterprises
7.3 Large Enterprises

8 GLOBAL MACHINE LEARNING MARKET, BY VERTICAL
8.1 Overview
8.2 BFSI
8.3 IT & Telecommunication
8.4 Healthcare
8.5 Retail
8.6 Advertising & Media
8.7 Others

9 GLOBAL MACHINE LEARNING MARKET, BY GEOGRAPHY
9.1 Overview

10 NORTH AMERICA 
10.1 U.S.
10.2 Canada
10.3 Mexico

11 EUROPE 
11.1 Germany
11.2 UK
11.3 France
11.4 Italy
11.5 Spain
11.6 Russia
11.7 Rest of Europe

12 ASIA-PACIFIC 
12.1 China
12.2 Japan
12.3 India
12.4 South Korea
12.5 Rest of Asia-Pacific

13 MIDDLE EAST & AFRICA 
13.1 GCC
13.2 South Africa
13.3 North Africa
13.4 Rest of Middle East & Africa

14 LATIN AMERICA 
14.1 Brazil
14.2 Argentina
14.3 Rest of South America

15 GLOBAL MACHINE LEARNING MARKET COMPETITIVE LANDSCAPE
15.1 Overview
15.2 Key Developments
15.3 Key Strategic Developments
15.4 Company Market Ranking
15.5 Regional Footprint
15.6 Type Footprint

16 COMPANY PROFILES
16.1 Amazon Web Services, Inc.
16.1.1 Key Facts
16.1.2 Financial Overview
16.1.3 Product Benchmarking
16.1.4 Recent Developments
16.1.5 Winning Imperatives
16.1.6 Current Focus & Strategies
16.1.7 Threat from competition
16.1.8 SWOT Analysis
16.2 Baidu, Inc.
16.2.1 Key Facts
16.2.2 Financial Overview
16.2.3 Product Benchmarking
16.2.4 Recent Developments
16.2.5 Winning Imperatives
16.2.6 Current Focus & Strategies
16.2.7 Threat from competition
16.2.8 SWOT Analysis
16.3 Google Inc.
16.3.1 Key Facts
16.3.2 Financial Overview
16.3.3 Product Benchmarking
16.3.4 Recent Developments
16.3.5 Winning Imperatives
16.3.6 Current Focus & Strategies
16.3.7 Threat from competition
16.3.8 SWOT Analysis
16.4 H2O.ai
16.4.1 Key Facts
16.4.2 Financial Overview
16.4.3 Product Benchmarking
16.4.4 Recent Developments
16.4.5 Winning Imperatives
16.4.6 Current Focus & Strategies
16.4.7 Threat from competition
16.4.8 SWOT Analysis
16.5 Hewlett Packard Enterprise Development LP
16.5.1 Key Facts
16.5.2 Financial Overview
16.5.3 Product Benchmarking
16.5.4 Recent Developments
16.5.5 Winning Imperatives
16.5.6 Current Focus & Strategies
16.5.7 Threat from competition
16.5.8 SWOT Analysis
16.6 Intel Corporation
16.6.1 Key Facts
16.6.2 Financial Overview
16.6.3 Product Benchmarking
16.6.4 Recent Developments
16.7 IBM Corporation
16.7.1 Key Facts
16.7.2 Financial Overview
16.7.3 Product Benchmarking
16.7.4 Recent Developments
16.8 Microsoft
16.8.1 Key Facts
16.8.2 Financial Overview
16.8.3 Product Benchmarking
16.8.4 Recent Developments
16.9 SAS Institute Inc.
16.9.1 Key Facts
16.9.2 Financial Overview
16.9.3 Product Benchmarking
16.9.4 Recent Developments
16.10 SAP SE
16.10.1 Key Facts
16.10.2 Financial Overview
16.10.3 Product Benchmarking
16.10.4 Recent Developments

LIST OF TABLES

TABLE 1 Global Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 2 Global Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 3 Global Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 4 Global Machine Learning Market Revenue, By Geography, 2021 - 2031 (USD Billion)
TABLE 5 North America Machine Learning Market Revenue, By Country, 2021 - 2031 (USD Billion)
TABLE 6 North America Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 7 North America Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 8 North America Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 9 US Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 10 US Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 11 US Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 12 Canada Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 13 Canada Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 14 Canada Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 15 Mexico Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 16 Mexico Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 17 Mexico Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 18 Europe Machine Learning Market Revenue, By Country, 2021 - 2031 (USD Billion)
TABLE 19 Europe Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 20 Europe Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 21 Europe Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 22 Germany Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 23 Germany Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 24 Germany Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 25 France Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 26 France Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 27 France Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 28 UK Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 29 UK Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 30 UK Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 31 Spain Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 32 Spain Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 33 Spain Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 34 Italy Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 35 Italy Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 36 Italy Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 37 Russia Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 38 Russia Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 39 Russia Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 40 Rest of Europe Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 41 Rest of Europe Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 42 Rest of Europe Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 43 Asia-Pacific Machine Learning Market Revenue, By Country, 2021 - 2031 (USD Billion)
TABLE 44 Asia-Pacific Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 45 Asia-Pacific Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 46 Asia-Pacific Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 47 China Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 48 China Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 49 China Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 50 Japan Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 51 Japan Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 52 Japan Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 53 India Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 54 India Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 55 India Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 56 South Korea Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 57 South Korea Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 58 South Korea Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 59 Rest of Asia-Pacific Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 60 Rest of Asia-Pacific Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 61 Rest of Asia-Pacific Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 62 Middle East and Africa Machine Learning Market Revenue, By Country, 2021 - 2031 (USD Billion)
TABLE 63 Middle East and Africa Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 64 Middle East and Africa Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 65 Middle East and Africa Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 66 GCC Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 67 GCC Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 68 GCC Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 69 North Africa Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 70 North Africa Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 71 North Africa Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 72 South Africa Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 73 South Africa Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 74 South Africa Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 75 Rest of Middle East & Africa Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 76 Rest of Middle East & Africa Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 77 Rest of Middle East & Africa Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 78 Latin America Machine Learning Market Revenue, By Country, 2021 - 2031 (USD Billion)
TABLE 79 Latin America Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 80 Latin America Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 81 Latin America Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 82 Brazil Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 83 Brazil Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 84 Brazil Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 85 Argentina Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 86 Argentina Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 87 Argentina Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 88 Rest of Latin America Machine Learning Market Revenue, By Deployment, 2021 - 2031 (USD Billion)
TABLE 89 Rest of Latin America Machine Learning Market Revenue, By Enterprise Size, 2021 - 2031 (USD Billion)
TABLE 90 Rest of Latin America Machine Learning Market Revenue, By Vertical, 2021 - 2031 (USD Billion)
TABLE 91 Company Market Ranking
TABLE 92 Regional Footprint
TABLE 93 Product Type Benchmarking
TABLE 94 Recent Developments
TABLE 95 Winning Imperatives

LIST OF FIGURES

FIG. 1 Market Segmentation
FIG. 2 Research Timeline
FIG. 3 Global Machine Learning Market 2021-2031 (USD Billion)
FIG. 4 Global Machine Learning Market Geographical Analysis (CAGR %)
FIG. 5 Global Machine Learning Absolute Market Opportunity (USD Billion)
FIG. 6 Global Machine Learning Market Attractiveness (USD Billion)
FIG. 7 Global Machine Learning Market, By Deployment, 2021-2031 (USD Billion)
FIG. 8 Global Machine Learning Market, By Enterprise Size, 2021-2031 (USD Billion)
FIG. 9 Global Machine Learning Market, By Vertical, 2021-2031 (USD Billion)
FIG. 10 Research Methodology
FIG. 11 Research Process
FIG. 12 Bottom-Up Approach
FIG. 13 Top-Bottom Approach
FIG. 14 Market Dynamics Overview
FIG. 15 Porter's Five Forces Analysis
FIG. 16 Value Chain Analysis
FIG. 17 Macroeconomic Analysis
FIG. 18 Global Machine Learning Market Revenue Share, By Deployment, 2023 and 2031 (%)
FIG. 19 Global Machine Learning Market Revenue Share, By Enterprise Size, 2023 and 2031 (%)
FIG. 20 Global Machine Learning Market Revenue Share, By Vertical, 2023 and 2031 (%)
FIG. 21 Global Machine Learning Market Revenue Share, By Geographic Regions, 2023 and 2031 (%)
FIG. 22 Market Size and Projections, 2021 - 2031 (USD Billion)
FIG. 23 North America Machine Learning Market Overview Share, By Countries, 2021 - 2031 (%)
FIG. 24 Market Size and Projections, 2021 - 2031 (USD Billion)
FIG. 25 Europe Machine Learning Market Overview Share, By Countries, 2021 - 2031 (%)
FIG. 26 Market Size and Projections, 2021 - 2031 (USD Billion)
FIG. 27 Asia-Pacific Machine Learning Market Overview Share, By Countries, 2021 - 2031 (%)
FIG. 28 Market Size and Projections, 2021 - 2031 (USD Billion)
FIG. 29 Middle East & Africa Machine Learning Market Overview Share, By Countries, 2021 - 2031 (%)
FIG. 30 Market Size and Projections, 2021 - 2031 (USD Billion)
FIG. 31 Latin America Machine Learning Market Overview Share, By Countries, 2021 - 2031 (%)
FIG. 32 Key Strategic Development
FIG. 33 Key Facts
FIG. 34 Financial Overview
FIG. 35 SWOT Analysis