Table of Contents
Chapter 1. Methodology and Scope
1.1. Market Segmentation & Scope
1.2. Market Definition
1.3. Information Procurement
1.4. Information Analysis
1.5. Market formulation & data visualization
1.5.1. Secondary sources & third-party perspectives
1.5.2. Primary Research
1.6. Research Scope & Assumptions
Chapter 2. Executive Summary
2.1. Market Outlook
Chapter 3. Machine Learning Market Variables, Trends & Scope
3.1. Penetration & Growth Prospect Mapping
3.1.1. Market Growth Prospects
3.1.2. Market Penetration Mapping
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market driver analysis
3.3.1.1. Increasing applications of ML algorithms
3.3.1.2. Rising adoption of advanced technologies
3.4. Market restraint analysis
3.4.1. Lack of skilled labor
3.5. Machine Learning Market Analysis Tools
3.5.1. Industry Analysis - Porter’s
3.5.1.1. Supplier Power
3.5.1.2. Buyer Power
3.5.1.3. Substitution Threat
3.5.1.4. Threat from new entrant
3.5.1.5. Competitive rivalry
3.5.2. PEST Analysis
3.5.2.1. Political Landscape
3.5.2.2. Economic Landscape
3.5.2.3. Social Landscape
3.5.2.4. Technology Landscape
3.5.3. Major Deals & Strategic Alliances Analysis
Chapter 4. Machine Learning Market: Component Movement Analysis
4.1. Machine Learning Market: Component Movement Analysis
4.1.1. Hardware
4.1.1.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
4.1.2. Software
4.1.2.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
4.1.3. Service
4.1.3.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
Chapter 5. Machine Learning Market: Enterprise Size Movement Analysis
5.1. Machine Learning Market: Enterprise Size Movement Analysis
5.1.1. SMEs
5.1.1.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
5.1.2. Large Enterprises
5.1.2.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
Chapter 6. Machine Learning: End-Use Estimates and Trend Analysis
6.1. Machine Learning Market: End-Use Movement Analysis
6.1.1. Healthcare
6.1.1.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.2. BFSI
6.1.2.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.3. Law
6.1.3.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.4. Retail
6.1.4.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.5. Advertising &Media
6.1.5.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.6. Automotive & Transportation
6.1.6.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.7. Agriculture
6.1.7.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.8. Manufacturing
6.1.8.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
6.1.9. Others
6.1.9.1. Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
Chapter 7. Machine Learning: Regional Estimates & Trend Analysis
7.1. North America
7.1.1. North America machine learning market, 2014 - 2025
7.1.2. U.S.
7.1.2.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.1.2.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.1.2.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.1.3. Canada
7.1.3.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.1.3.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.1.3.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.1.4. Mexico
7.1.4.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.1.4.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.1.4.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.2. Europe
7.2.1. Europe machine learning market, 2014 - 2025
7.2.2. U.K.
7.2.2.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.2.2.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.2.2.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.2.3. Germany
7.2.3.1.市场估计和预测,通过component from 2014 to 2025 (USD Million)
7.2.3.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.2.3.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.2.4. France
7.2.4.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.2.4.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.2.4.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.3. Asia Pacific
7.3.1. Asia Pacific machine learning market, 2014 - 2025
7.3.2. China
7.3.2.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.3.2.2.市场估计和预测,对策rise size from 2014 to 2025 (USD Million)
7.3.2.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.3.3. Japan
7.3.3.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.3.3.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.3.3.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.3.4. India
7.3.4.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.3.4.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.3.4.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.4. South America
7.4.1. South America machine learning market, 2014 - 2025
7.4.2. Brazil
7.4.2.1. Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
7.4.2.2. Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
7.4.2.3. Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
7.5. MEA
7.5.1. MEA machine learning market, 2014 - 2025
Chapter 8. Competitive Landscape
8.1. Amazon Web Services, Inc.
8.1.1. Company overview
8.1.2. Financial performance
8.1.3. Product benchmarking
8.1.4. Recent developments
8.2. Baidu Inc.
8.2.1. Company overview
8.2.2. Financial performance
8.2.3. Product benchmarking
8.2.4. Recent developments
8.3. Google Inc.
8.3.1. Company overview
8.3.2. Financial performance
8.3.3. Product benchmarking
8.3.4. Recent developments
8.4. H2o.AI
8.4.1. Company overview
8.4.2. Financial performance
8.4.3. Product benchmarking
8.4.4. Recent developments
8.5. Hewlett Packard Enterprise Development LP
8.5.1. Company overview
8.5.2. Financial performance
8.5.3. Product benchmarking
8.5.4. Recent developments
8.6. Intel Corporation
8.6.1. Company overview
8.6.2. Financial performance
8.6.3. Product benchmarking
8.6.4. Recent developments
8.7. International Business Machines Corporation
8.7.1. Company overview
8.7.2. Financial performance
8.7.3. Product benchmarking
8.7.4. Recent developments
8.8. Microsoft Corporation
8.8.1. Company overview
8.8.2. Financial performance
8.8.3. Product benchmarking
8.8.4. Recent developments
8.9. SAS Institute Inc.
8.9.1. Company overview
8.9.2. Financial performance
8.9.3. Product benchmarking
8.9.4. Recent developments
8.10. SAP SE
8.10.1. Company overview
8.10.2. Financial performance
8.10.3. Product benchmarking
8.10.4. Recent developments
List of Tables
TABLE 1 Machine Learning Market Outlook
TABLE 2 Global machine learning market, 2014 - 2025 (USD Million)
TABLE 3 Global machine learning market by region, 2014 - 2025 (USD Million)
TABLE 4 Global machine learning market by component, 2014 - 2025 (USD Million)
TABLE 5 Global machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 6 Global machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 7 Machine learning - Key market driver impact
TABLE 8 Machine learning - Key market restraint impact
TABLE 9 Global hardware machine learning market by region, 2014 - 2025 (USD Million)
TABLE 10 Global software machine learning market by region, 2014 - 2025 (USD Million)
TABLE 11 Global service machine learning market by region, 2014 - 2025 (USD Million)
TABLE 12 Global SME's machine learning market by region, 2014 - 2025 (USD Million)
表13个全球大型企业机器学习market by region, 2014 - 2025 (USD Million)
TABLE 14 Global healthcare machine learning market by region, 2014 - 2025 (USD Million)
TABLE 15 Global BFSI machine learning market by region, 2014 - 2025 (USD Million)
TABLE 16 Global law machine learning market by region, 2014 - 2025 (USD Million)
TABLE 17 Global retail machine learning market by region, 2014 - 2025 (USD Million)
TABLE 18 Global advertising & media machine learning market by region, 2014 - 2025 (USD Million)
TABLE 19 Global automotive & transportation machine learning market by region, 2014 - 2025 (USD Million)
TABLE 20 Global agriculture machine learning market by region, 2014 - 2025 (USD Million)
TABLE 21 Global manufacturing machine learning market by region, 2014 - 2025 (USD Million)
TABLE 22 Global others machine learning market by region, 2014 - 2025 (USD Million)
TABLE 23 North America machine learning market, 2014 - 2025 (USD Million)
TABLE 24 North America machine learning market by component, 2014 - 2025 (USD Million)
TABLE 25 North America machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 26 North America machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 27 U.S. machine learning market, 2014 - 2025 (USD Million)
TABLE 28 U.S. machine learning market by component, 2014 - 2025 (USD Million)
TABLE 29 U.S. machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 30 U.S. machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 31 Canada machine learning market, 2014 - 2025 (USD Million)
TABLE 32 Canada machine learning market by component, 2014 - 2025 (USD Million)
TABLE 33 Canada machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 34 Canada machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 35 Mexico machine learning market, 2014 - 2025 (USD Million)
TABLE 36 Mexico machine learning market by component, 2014 - 2025 (USD Million)
TABLE 37 Mexico machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 38 Mexico machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 39 Europe machine learning market, 2014 - 2025 (USD Million)
TABLE 40 Europe machine learning market by component, 2014 - 2025 (USD Million)
TABLE 41 Europe machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 42 Europe machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 43 U.K. machine learning market, 2014 - 2025 (USD Million)
表44英国机器学习市场组件, 2014 - 2025 (USD Million)
TABLE 45 U.K. machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 46 U.K. machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 47 Germany machine learning market, 2014 - 2025 (USD Million)
TABLE 48 Germany machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 49 Germany machine learning market by component, 2014 - 2025 (USD Million)
TABLE 50 Germany machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 51 France machine learning market, 2014 - 2025 (USD Million)
TABLE 52 France machine learning market by component, 2014 - 2025 (USD Million)
TABLE 53 France machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 54 France machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 55 Asia Pacific machine learning market, 2014 - 2025 (USD Million)
TABLE 56 Asia Pacific machine learning market by component, 2014 - 2025 (USD Million)
TABLE 57 Asia Pacific machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 58 Asia Pacific machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 59 China machine learning market, 2014 - 2025 (USD Million)
TABLE 60 China machine learning market by component, 2014 - 2025 (USD Million)
TABLE 61 China machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 62 China machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 63 Japan machine learning market, 2014 - 2025 (USD Million)
TABLE 64 Japan machine learning market by component, 2014 - 2025 (USD Million)
TABLE 65 Japan machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 66 Japan machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 67 India machine learning market, 2014 - 2025 (USD Million)
TABLE 68 India machine learning market by component, 2014 - 2025 (USD Million)
TABLE 69 India machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 70 India machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 71 South America machine learning market, 2014 - 2025 (USD Million)
TABLE 72 South America machine learning market by component, 2014 - 2025 (USD Million)
TABLE 73 South America machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 74 South America machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 75 Brazil machine learning market, 2014 - 2025 (USD Million)
TABLE 76 Brazil machine learning market by component, 2014 - 2025 (USD Million)
TABLE 77 Brazil machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 78 Brazil machine learning market by end-use, 2014 - 2025 (USD Million)
TABLE 79 MEA machine learning market, 2014 - 2025 (USD Million)
TABLE 80 MEA machine learning market by component, 2014 - 2025 (USD Million)
TABLE 81 MEA machine learning market by enterprise size, 2014 - 2025 (USD Million)
TABLE 82 MEA machine learning market by end-use, 2014 - 2025 (USD Million)
List of Figures
FIG. 1 Market segmentation & scope
FIG. 2 Research process
FIG. 3 Market Formulation
FIG. 4 Machine learning market size and growth prospects (USD Million)
FIG. 5 Machine learning market penetration mapping, 2025
FIG. 6 Machine learning - Value chain analysis
FIG. 7 Market dynamics
FIG. 8 Regional outlook, 2018 & 2025
Research Support Specialist, USA