TABLE OF CONTENT
1 INTRODUCTION OF THE GLOBAL MACHINE LEARNING IN MANUFACTURING 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 IN MANUFACTURING 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 IN MANUFACTURING MARKET, BY PRODUCTION STAGE
6.1 Overview
6.2 Pre-Production
6.3 Post-Production
7 GLOBAL MACHINE LEARNING IN MANUFACTURING MARKET, BY JOB FUNCTION
7.1 Overview
7.2 R&D
7.3 Manufacturing
7.4 Finance
7.5 Sales
7.6 Marketing
7.7 Others
8 GLOBAL MACHINE LEARNING IN MANUFACTURING MARKET, BY APPLICATION
8.1 Overview
8.2 Semiconductors and Electronics
8.3 Heavy Metals & Machine Manufacturing
8.4 Pharmaceuticals
8.5 Automobile
8.6 Energy & Power
8.7 Food & Beverages
8.8 Others
9 GLOBAL MACHINE LEARNING IN MANUFACTURING 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 U.K.
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 IN MANUFACTURING 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 Industry Footprint
16 COMPANY PROFILES
16.1 Rockwell Automation
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 SAP SE
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 IBM Corporation
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 Robert Bosch GmbH
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 Intel Corporation
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 Siemens
16.6.1 Key Facts
16.6.2 Financial Overview
16.6.3 Product Benchmarking
16.6.4 Recent Developments
16.7 General Electric Company
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 Sight Machine
16.9.1 Key Facts
16.9.2 Financial Overview
16.9.3 Product Benchmarking
16.9.4 Recent Developments
LIST OF TABLES
TABLE 1 Global Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 2 Global Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 3 Global Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 4 Global Machine Learning in Manufacturing Market Revenue, By Geography, 2020 – 2030 (USD Million)
TABLE 5 North America Machine Learning in Manufacturing Market Revenue, By Country, 2020 – 2030 (USD Million)
TABLE 6 North America Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 7 North America Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 8 North America Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 9 US Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 10 US Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 11 US Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 12 Canada Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 13 Canada Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 14 Canada Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 15 Mexico Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 16 Mexico Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 17 Mexico Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 18 Europe Machine Learning in Manufacturing Market Revenue, By Country, 2020 – 2030 (USD Million)
TABLE 19 Europe Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 20 Europe Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 21 Europe Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 22 Germany Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 23 Germany Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 24 Germany Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 25 France Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 26 France Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 27 France Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 28 U.K. Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 29 U.K. Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 30 U.K. Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 31 Spain Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 32 Spain Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 33 Spain Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 34 Italy Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 35 Italy Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 36 Italy Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 37 Russia Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 38 Russia Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 39 Russia Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 40 Rest of Europe Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 41 Rest of Europe Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 42 Rest of Europe Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 43 Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Country, 2020 – 2030 (USD Million)
TABLE 44 Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 45 Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 46 Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 47 China Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 48 China Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 49 China Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 50 Japan Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 51 Japan Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 52 Japan Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 53 India Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 54 India Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 55 India Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 56 South Korea Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 57 South Korea Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 58 South Korea Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 59 Rest of Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 60 Rest of Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 61 Rest of Asia-Pacific Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 62 Middle East and Africa Machine Learning in Manufacturing Market Revenue, By Country, 2020 – 2030 (USD Million)
TABLE 63 Middle East and Africa Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 64 Middle East and Africa Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 65 Middle East and Africa Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 66 GCC Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 67 GCC Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 68 GCC Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 69 North Africa Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 70 North Africa Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 71 North Africa Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 72 South Africa Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 73 South Africa Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 74 South Africa Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 75 Rest of Middle East & Africa Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 76 Rest of Middle East & Africa Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 77 Rest of Middle East & Africa Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 78 Latin America Machine Learning in Manufacturing Market Revenue, By Country, 2020 – 2030 (USD Million)
TABLE 79 Latin America Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 80 Latin America Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 81 Latin America Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 82 Brazil Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 83 Brazil Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 84 Brazil Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 85 Argentina Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 86 Argentina Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 87 Argentina Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 88 Rest of Latin America Machine Learning in Manufacturing Market Revenue, By Production Stage, 2020 – 2030 (USD Million)
TABLE 89 Rest of Latin America Machine Learning in Manufacturing Market Revenue, By Job Function, 2020 – 2030 (USD Million)
TABLE 90 Rest of Latin America Machine Learning in Manufacturing Market Revenue, By Application, 2020 – 2030 (USD Million)
TABLE 91 Company Market Ranking
TABLE 92 Regional Footprint
TABLE 93 Product 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 in Manufacturing Market 2020-2030 (USD Million)
FIG. 4 Global Machine Learning in Manufacturing Market Geographical Analysis (CAGR %)
FIG. 5 Global Machine Learning in Manufacturing Absolute Market Opportunity (USD Million)
FIG. 6 Global Machine Learning in Manufacturing Market Attractiveness (USD Million)
FIG. 7 Global Machine Learning in Manufacturing Market, By Production Stage, 2020-2030 (USD Million)
FIG. 8 Global Machine Learning in Manufacturing Market, By Job Function, 2020-2030 (USD Million)
FIG. 9 Global Machine Learning in Manufacturing Market, By Application, 2020-2030 (USD Million)
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 in Manufacturing Market Revenue Share, By Production Stage, 2020 and 2030 (%)
FIG. 19 Global Machine Learning in Manufacturing Market Revenue Share, By Job Function, 2020 and 2030 (%)
FIG. 20 Global Machine Learning in Manufacturing Market Revenue Share, By Application, 2020 and 2030 (%)
FIG. 21 Global Machine Learning in Manufacturing Market Revenue Share, By Geographic Regions, 2020 and 2030 (%)
FIG. 22 Market Size and Projections, 2020 - 2030 (USD Million)
FIG. 23 North America Machine Learning in Manufacturing Market Overview Share, By Countries, 2020 – 2030 (%)
FIG. 24 Market Size and Projections, 2020 - 2030 (USD Million)
FIG. 25 Europe Machine Learning in Manufacturing Market Overview Share, By Countries, 2020 – 2030 (%)
FIG. 26 Market Size and Projections, 2020 - 2030 (USD Million)
FIG. 27 Asia-Pacific Machine Learning in Manufacturing Market Overview Share, By Countries, 2020 – 2030 (%)
FIG. 28 Market Size and Projections, 2020 - 2030 (USD Million)
FIG. 29 Middle East & Africa Machine Learning in Manufacturing Market Overview Share, By Countries, 2020 – 2030 (%)
FIG. 30 Market Size and Projections, 2020 - 2030 (USD Million)
FIG. 31 Latin America Machine Learning in Manufacturing Market Overview Share, By Countries, 2020 – 2030 (%)
FIG. 32 Key Strategic Development
FIG. 33 Key Facts
FIG. 34 Financial Overview
FIG. 35 SWOT Analysis