Table of Contents
Chapter 1. Methodology and Scope
1.1. Market Segmentation and Scope
1.2. Research Methodology
1.2.1. Information Procurement
1.3. Information or Data Analysis
1.4. Methodology
1.5. Research Scope and Assumptions
1.6. Market Formulation & Validation
1.7. Country Based Segment Share Calculation
1.8. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
Chapter 3. Machine Learning Market Variables, Trends, & Scope
3.1. Market Lineage Outlook
3.2. Market Dynamics
3.2.1. Market Driver Analysis
3.2.2. Market Restraint Analysis
3.2.3. Industry Challenge
3.3. Machine Learning Market Analysis Tools
3.3.1. Industry Analysis - Porter’s
3.3.1.1. Bargaining power of the suppliers
3.3.1.2. Bargaining power of the buyers
3.3.1.3. Threats of substitution
3.3.1.4. Threats from new entrants
3.3.1.5. Competitive rivalry
3.3.2. PESTEL Analysis
3.3.2.1. Political landscape
3.3.2.2. Economic and Social landscape
3.3.2.3. Technological landscape
3.4. Pain Point Analysis
Chapter 4. Machine Learning Market: Component Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Machine Learning market: Component Movement Analysis, 2022 & 2030 (USD Million)
4.3. Hardware
4.3.1. Software Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Software
4.4.1. Software Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.5. Services
4.5.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 5. Machine Learning Market: Enterprise Size Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Machine Learning Market: Deployment Movement Analysis, 2022 & 2030 (USD Million)
5.3. SMEs
5.3.1. SMEs Machine Learning Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Large Enterprises
5.4.1. Large Enterprises Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 6. Machine Learning Market: End Use Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Machine Learning market: End Use Movement Analysis, 2024 & 2030 (USD Million)
6.3. Healthcare
6.3.1. Healthcare Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4. BFSI
6.4.1. BFSI Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5. Law
6.5.1. Law Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6. Retail
6.6.1. Retail Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.7. Advertising & Media
6.7.1. Advertising & Media Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.8. Automotive & Transportation
6.8.1. Automotive & Transportation Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.9. Agriculture
6.9.1. Agriculture Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.10. Manufacturing
6.10.1. Manufacturing Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.11. Others
6.11.1. Others Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 7. Machine Learning Market: Regional Estimates & Trend Analysis
7.1. Machine Learning Market Share, By Region, 2022 & 2030 (USD Million)
7.2. North America
7.2.1. North America Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.2. U.S.
7.2.2.1. U.S. Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.3. Canada
7.2.3.1. Canada Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.4. Mexico
7.2.4.1. Mexico Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3. Europe
7.3.1. Europe Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.2. UK
7.3.2.1. UK Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.3. Germany
7.3.3.1. Germany Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.4. France
7.3.4.1. France Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4. Asia Pacific
7.4.1. Asia Pacific Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.2. China
7.4.2.1. China Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.3. Japan
7.4.3.1. Japan Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.4. India
7.4.4.1. India Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.5. South Korea
7.4.5.1. South Korea Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.6. Australia
7.4.6.1. Australia Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5. Latin America
7.5.1. Latin America Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5.2. Brazil
7.5.2.1. Brazil Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6. Middle East and Africa
7.6.1. Middle East and Africa Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.2. South Africa
7.6.2.1. South Africa Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.3. UAE
7.6.3.1. UAE Machine Learning market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.4. KSA
7.6.4.1. KSA Machine Learning market Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 8. Competitive Landscape
8.1. Company Categorization
8.2. Company Market Positioning
8.3. Participant’s Overview
8.4. Financial Performance
8.5. Product Benchmarking
8.6. Company Heat Map Analysis
8.7. Strategy Mapping
8.8. Company Profiles/Listing
8.8.1. Amazon Web Services, Inc.
8.8.1.1. Participant’s Overview
8.8.1.2. Financial Performance
8.8.1.3. Product Benchmarking
8.8.1.4. Recent Developments
8.8.2. Baidu, Inc.
8.8.2.1. Participant’s Overview
8.8.2.2. Financial Performance
8.8.2.3. Product Benchmarking
8.8.2.4. Recent Developments
8.8.3. Google
8.8.3.1. Participant’s Overview
8.8.3.2. Financial Performance
8.8.3.3. Product Benchmarking
8.8.3.4. Recent Developments
8.8.4. H2O.ai.
8.8.4.1. Participant’s Overview
8.8.4.2. Financial Performance
8.8.4.3. Product Benchmarking
8.8.4.4. Recent Developments
8.8.5. Hewlett-Packard Enterprise Development LP
8.8.5.1. Participant’s Overview
8.8.5.2. Financial Performance
8.8.5.3. Product Benchmarking
8.8.5.4. Recent Developments
8.8.6. Intel Corporation
8.8.6.1. Participant’s Overview
8.8.6.2. Financial Performance
8.8.6.3. Product Benchmarking
8.8.6.4. Recent Developments
8.8.7. International Business Machines Corporation
8.8.7.1. Participant’s Overview
8.8.7.2. Financial Performance
8.8.7.3. Product Benchmarking
8.8.7.4. Recent Developments
8.8.8. Microsoft
8.8.8.1. Participant’s Overview
8.8.8.2. Financial Performance
8.8.8.3. Product Benchmarking
8.8.8.4. Recent Developments
8.8.9. SAS Institute Inc.
8.8.9.1. Participant’s Overview
8.8.9.2. Financial Performance
8.8.9.3. Product Benchmarking
8.8.9.4. Recent Developments
8.8.10. SAP SE or an SAP affiliate company
8.8.10.1. Participant’s Overview
8.8.10.2. Financial Performance
8.8.10.3. Product Benchmarking
8.8.10.4. Recent Developments
List of Tables
Table 1 Global Machine Learning market by Component, 2018 - 2030 (USD Million)
Table 2 Global Machine Learning market by Enterprise Size, 2018 - 2030 (USD Million)
Table 3 Global Machine Learning market by End-Use, 2018 - 2030 (USD Million)
Table 4 Global Machine Learning market by region, 2018 - 2030 (USD Million)
Table 5 North America Machine Learning market by country, 2018 - 2030 (USD Million)
Table 6 Europe Machine Learning market by country, 2018 - 2030 (USD Million)
Table 7 Asia Pacific Machine Learning market by country, 2018 - 2030 (USD Million)
Table 8 Latin America Machine Learning market by country, 2018 - 2030 (USD Million)
Table 9 MEA Machine Learning market by country, 2018 - 2030 (USD Million)
Table 10 Key companies launching new products/services.
Table 11 Key companies engaged in mergers & acquisition.
Table 12 Key companies engaged in Research & development.
Table 13 Key Companies engaged in expansion.
List of Figures
Fig. 1 Machine Learning market segmentation
Fig. 2 Market research process
Fig. 3 Information procurement
Fig. 4 Primary research pattern
Fig. 5 Market research approaches
Fig. 6 Market formulation & validation
Fig. 7 Machine Learning market snapshot
Fig. 8 Machine Learning market segment snapshot
Fig. 9 Machine Learning market competitive landscape snapshot
Fig. 10 Market driver impact analysis
Fig. 11 Market restraint impact analysis
Fig. 12 Machine Learning market: Component outlook key takeaways (USD Million)
Fig. 13 Machine Learning market: Component movement analysis 2024 & 2030 (USD Million)
Fig. 14 Hardware Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 15 Software Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 16 Services Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 17 Machine Learning Market: Enterprise Size key takeaways (USD Million)
Fig. 18 Machine Learning market: Enterprise Size movement analysis 2024 & 2030 (USD Million)
Fig. 19 SMEs Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 20 Large Enterprise Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 21 Machine Learning Market: End Use outlook key takeaways (USD Million)
Fig. 22 Machine Learning market: End Use movement analysis 2024 & 2030 (USD Million)
Fig. 23 Healthcare Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 24 BFSI Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 25 Law Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 26 Retail Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 27 Advertising & Media providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 28 Automotive & Transportation providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 29 Agriculture providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 30 Manufacturing providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 31 Others Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 32 Regional marketplace: Key takeaways
Fig. 33 Machine Learning market: Regional outlook, 2024 & 2030, USD Million
Fig. 34 North America Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 35 U.S. Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 36 Canada Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 37 Mexico Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 38 Europe Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 39 UK Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 40 Germany Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 41 France Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 42 Asia Pacific Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 43 China Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 44 Japan Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 45 India Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 46 South Korea Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 47 Australia Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 48 Latin America Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 49 Brazil Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 50 MEA Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 51 KSA Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 52 UAE Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 53 South Africa Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 54 Company Categorization
Fig. 55 Company Market Positioning
Fig. 56 Strategy framework