Machine Learning Market to 2025 - Global Analysis and Forecasts by Services (Human Resource, E-Commerce, Finance and Accounting, Customer Care. Sales & ing, and Others); and Vertical (BFSI, Telecom & IT, Healthcare, Automotive, Manufacturing, Food and Beverage, Power & Energy, Consumer Electronics, and Others)
- THE3206766
- 221 Pages
- February 2018
- ICT & Media
Machine Learning market is expected to grow to US$ 39.98 billion by 2025 from US$ 1.29 billion in 2016. The sales of Machine Learnings is largely influenced by numerous economic and environmental factors and the global economy plays a key role in the development of machine learning market. In today's competitive environment, machine learning technology has become an important part in many applications of the BFSI ecosystem, from approving loans, to managing assets, to assessing risks. BFSI Institutions face a dynamic & challenging environment with superior competition from specialized Fin-Tech enterprises, increasing regulatory supplies and pressure on interest margins in a low interest rate market. All of this at a time when consumer behavior is transforming and traditional banking practices and models are no longer adequate to achieve the increasing consumer demands. Machine learning enables them to pioneer in the dynamic business landscape and attain profitable and sustained growth.
The machine learning market has gained a huge traction in last two years in terms of both R&D and implementation. The technology has been embraced by many business leaders for various use cases of business that requires real time analytics with self-learning technology that too without being explicitly programmed. Machine learning has enormous potential in industries such as Retail, BFSI, manufacturing, and retail. For instance, BFSI vertical can use Machine Learning solutions to better identify insights in transaction data that help them manage risk and prevent fraud. Similarly, in retail, retailers can use machine learning solutions to designing tools that would provide recommendations to customers based on their purchase history.
The machine learning solution providers are highly benefitted with their proficiency in problem solving of a specific classes of business, and leveraging complex analytical algorithms coupled with huge amount of historical data. Furthermost, the cloud enables these service providers to scale the applications in most cost effective way.
North America hold the largest share of the total market. While APAC is expected to exhibit highest growth. Asia Pacific in coming years is projected to be the most promising market for machine learning, as the region comprises of some dramatically growing countries, which are highly supported by the government investments initiated towards the development of artificial intelligence technology, and also, subsequently promoting the adoption of cloud based services. Rest of the regions like Europe, South America and Middle East & Africa are expected to grow moderately throughout the forecast period.
The overall market size has been derived using both primary and secondary source. The research process begins with an exhaustive secondary research using internal and external sources to obtain qualitative and quantitative information related to the market. Also, primary interview were conducted with industry participants and commentators in order to validate data and analysis. The participants who typically take part in such a process include industry expert such as VPs, business development managers, market intelligence managers and national sales managers, and external consultant such as valuation experts, research analysts and key opinion leaders specializing in the Machine Learning industry.
1 Table of Contents 2
1.1 List of Tables 11
1.2 List of Figures 14
2 Introduction 19
2.1 Scope of the Study 19
2.2 The Insight Partners Research Report Guidance 19
3 Key Takeaways 21
4 Machine Learning Market Landscape 24
4.1 Market Overview 24
4.2 Market Segmentation 25
4.2.1 Global Machine Learning Market - By Solution 26
4.2.2 Global Machine Learning Market - By Deployment Type 27
4.2.3 Global Machine Learning Market - By End-User 27
4.2.4 Global Machine Learning Market - By Geography 28
4.3 PEST Analysis 29
4.4 PEST Analysis 29
4.4.1 North America PEST Analysis 29
4.4.2 Europe PEST Analysis 32
4.4.3 Asia Pacific PEST Analysis 35
4.4.4 Middle East & Africa PEST Analysis 37
4.4.5 South America PEST Analysis 40
5 Global Market - Key Industry Dynamics 42
5.1 Key Market Drivers 42
5.1.1 Availability of massive amount of data 42
5.1.2 Demand for superior customer service, efficient operations and improve sales revenue 42
5.2 Key Market Restraints 43
5.2.1 Rising concerns regarding data security and governance 43
5.2.2 Lack of cloud infrastructure in third world countries 43
5.3 Key Market Opporunities 44
5.3.1 Rising adoption of cloud-based machine learning computing 44
5.4 Future Trends 44
5.4.1 Adoption of robotic process automation 44
5.5 Impact Analysis of Drivers and Restraints 45
6 Machine Learning Market - Global 46
6.1 Global Machine Learning Market Overview 46
6.2 Global Machine Learning Market Forecast and Analysis 46
7 Global Machine Learning Market Analysis - By Solution 48
7.1 Overview 48
7.2 Software 49
7.2.1 Overview 49
7.2.2 Global Software Market Revenue and Forecasts to 2025 (US$ Mn) 49
7.3 Services 51
7.3.1 Overview 51
7.3.2 Service Market Revenue and Forecasts to 2025 (US$ Mn) 51
8 Global Machine Learning Market Analysis - By Deployment Type 53
8.1 Overview 53
8.2 Cloud/MLaaS 54
8.2.1 Overview 54
8.2.2 Global Cloud/MLaaS Market Revenue and Forecasts to 2025 (US$ Mn) 54
8.3 On-premise 56
8.3.1 Overview 56
8.3.2 On-Premise Market Revenue and Forecasts to 2025 (US$ Mn) 56
9 Global Machine Learning Market Analysis - By End-User 58
9.1 Overview 58
9.2 BFSI 59
9.2.1 Overview 59
9.2.2 Global BFSI Market Revenue and Forecasts to 2025 (US$ Mn) 59
9.2.3 Machine Learning Market Breakdown by BFSI 60
9.2.3.1 Risk Management Compliance 61
9.2.3.1.1 Overview 61
9.2.3.1.2 Global Risk Management Compliance Market Revenue and Forecasts to 2025 (US$ Mn) 61
9.2.3.2 Predictive Customer Analytics 62
9.2.3.2.1 Overview 62
9.2.3.2.2 Global Predictive Customer Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 62
9.2.3.3 Algorithm Trading 63
9.2.3.3.1 Overview 63
9.2.3.3.2 Global Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn) 64
9.2.3.4 Others 64
9.2.3.4.1 Overview 64
9.2.3.4.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 64
9.3 Retail 66
9.3.1 Overview 66
9.3.2 Global Retail Market Revenue and Forecasts to 2025 (US$ Mn) 66
9.3.3 Machine Learning Market Breakdown by Retail 67
9.3.3.1 Customer Experience & Insight 68
9.3.3.1.1 Overview 68
9.3.3.1.2 Global Customer Experience & Insight Market Revenue and Forecasts to 2025 (US$ Mn) 68
9.3.3.2 Supply & Demand Planning 69
9.3.3.2.1 Overview 69
9.3.3.2.2 Global Supply & Demand Planning Market Revenue and Forecasts to 2025 (US$ Mn) 69
9.3.3.3 Others 70
9.3.3.3.1 Overview 70
9.3.3.3.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 70
9.4 Healthcare 72
9.4.1 Overview 72
9.4.2 Global Healthcare Market Revenue and Forecasts to 2025 (US$ Mn) 72
9.4.3 Machine Learning Market Breakdown by Healthcare 73
9.4.3.1 Diagnosis and Treatment Systems 74
9.4.3.1.1 Overview 74
9.4.3.1.2 Global Diagnosis and Treatment Systems Market Revenue and Forecasts to 2025 (US$ Mn) 74
9.4.3.2 Image Analytics & Diagnosis 75
9.4.3.2.1 Overview 75
9.4.3.2.2 Global Image Analytics & Diagnosis Market Revenue and Forecasts to 2025 (US$ Mn) 76
9.4.3.3 Others 76
9.4.3.3.1 Overview 76
9.4.3.3.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 77
9.5 Manufacturing 78
9.5.1 Overview 78
9.5.2 Global Manufacturing Market Revenue and Forecasts to 2025 (US$ Mn) 78
9.5.3 Machine learning Market Breakdown by Manufacturing 79
9.5.3.1 Predictive Maintenance 80
9.5.3.1.1 Overview 80
9.5.3.1.2 Global Predictive Maintenance Market Revenue and Forecasts to 2025 (US$ Mn) 80
9.5.3.2 Supply Chain Management 81
9.5.3.2.1 Overview 81
9.5.3.2.2 Global Supply Chain Management Market Revenue and Forecasts to 2025 (US$ Mn) 81
9.6 Government 82
9.6.1 Overview 82
9.6.2 Global Government Market Revenue and Forecasts to 2025 (US$ Mn) 82
9.6.3 Machine Learning Market Breakdown by Government 83
9.6.3.1 Fraud & Improper Payments 84
9.6.3.1.1 Overview 84
9.6.3.1.2 Global Fraud & Improper Payments Market Revenue and Forecasts to 2025 (US$ Mn) 84
9.6.3.2 Public Safety & Security 85
9.6.3.2.1 Overview 85
9.6.3.2.2 Global Public Safety & Security Market Revenue and Forecasts to 2025 (US$ Mn) 85
10 Global Machine Learning Market - Geographical Analysis 87
10.1 Overview 87
10.2 North America Machine Learning Market Revenue and Forecasts to 2025 88
10.2.1 Overview 88
10.2.2 North America Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 88
10.2.3 North America Machine Learning Market Breakdown by Key Countries 89
10.2.3.1 US Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 90
10.2.3.2 Canada Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 91
10.2.3.3 Mexico Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 92
10.2.4 North America Machine Learning Market Breakdown by Solution 92
10.2.5 North America Machine Learning Market Breakdown by Deployment Type 93
10.2.6 North America Machine Learning Market Breakdown by End-User 94
10.2.7 North America Machine Learning Market Breakdown by BFSI 96
10.2.8 North America Machine Learning Market Breakdown by Retail 97
10.2.9 North America Machine Learning Market Breakdown by Healthcare 98
10.2.10 North America Machine Learning Market Breakdown by Manufacturing 99
10.2.11 North America Machine Learning Market Breakdown by Government 100
10.3 Europe Machine Learning Market Revenue and Forecasts to 2025 101
10.3.1 Overview 101
10.3.2 Europe Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 101
10.3.3 Europe Machine Learning Market Breakdown by Key Countries 102
10.3.3.1 France Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 103
10.3.3.2 Germany Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 104
10.3.3.3 Italy Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 105
10.3.3.4 Spain Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 106
10.3.3.5 UK Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 107
10.3.3.6 Rest of Europe Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 108
10.3.4 Europe Machine Learning Market Breakdown by Solution 109
10.3.5 Europe Machine Learning Market Breakdown by Deployment Type 110
10.3.6 Europe Machine Learning Market Breakdown by End-User 110
10.3.7 Europe Machine Learning Market Breakdown by BFSI 112
10.3.8 Europe Machine Learning Market Breakdown by Retail 113
10.3.9 Europe Machine Learning Market Breakdown by Healthcare 114
10.3.10 Europe Machine Learning Market Breakdown by Manufacturing 115
10.3.11 Europe Machine Learning Market Breakdown by Government 116
10.4 Asia pacific machine learning Market Revenue and Forecasts to 2025 117
10.4.1 Overview 117
10.4.2 Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 117
10.4.3 Asia Pacific Machine Learning Market Breakdown by Key Countries 118
10.4.3.1 Australia Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 119
10.4.3.2 China Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 120
10.4.3.3 India Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 121
10.4.3.4 Japan Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 122
10.4.3.5 Rest of APAC Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 123
10.4.4 Asia Pacific Machine Learning Market Breakdown by Solution 124
10.4.5 Asia Pacific Machine Learning Market Breakdown by Deployment Type 125
10.4.6 Asia Pacific Machine Learning Market Breakdown by End-User 125
10.4.7 Asia Pacific Machine Learning Market Breakdown by BFSI 127
10.4.8 Asia Pacific Machine Learning Market Breakdown by Retail 128
10.4.9 Asia Pacific Machine Learning Market Breakdown by Healthcare 129
10.4.10 Asia Pacific Machine Learning Market Breakdown by Manufacturing 130
10.4.11 Asia Pacific Machine Learning Market Breakdown by Government 131
10.5 Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 132
10.5.1 Overview 132
10.5.2 Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 132
10.5.3 Middle East & Africa Machine Learning Market Breakdown by Key Countries 133
10.5.3.1 South Africa Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 134
10.5.3.2 Saudi Arabia Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 135
10.5.3.3 UAE Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 136
10.5.3.4 Rest of MEA Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 137
10.5.4 Middle East & Africa Machine Learning Market Breakdown by Solution 138
10.5.5 Middle East & Africa Machine Learning Market Breakdown by Deployment Type 139
10.5.6 Middle East & Africa Machine Learning Market Breakdown by End-User 139
10.5.7 Middle East & Africa Machine Learning Market Breakdown by BFSI 141
10.5.8 Middle East & Africa Machine Learning Market Breakdown by Retail 142
10.5.9 Middle East & Africa Machine Learning Market Breakdown by Healthcare 143
10.5.10 Middle East & Africa Machine Learning Market Breakdown by Manufacturing 144
10.5.11 Middle East & Africa Machine Learning Market Breakdown by Government 145
10.6 South America Machine Learning Market Revenue and Forecasts to 2025 146
10.6.1 Overview 146
10.6.2 South America Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 146
10.6.3 South America Machine Learning Market Breakdown by Key Countries 147
10.6.3.1 Brazil Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 148
10.6.3.2 Rest of SAM Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 149
10.6.4 South America Machine Learning Market Breakdown by Solution 150
10.6.5 South America machine learning Market Breakdown by Deployment Type 151
10.6.6 South America Machine Learning Market Breakdown by End-User 151
10.6.7 South America Machine Learning Market Breakdown by BFSI 153
10.6.8 South America Machine Learning Market Breakdown by Retail 154
10.6.9 South America Machine Learning Market Breakdown by Healthcare 155
10.6.10 South America Machine Learning Market Breakdown by Manufacturing 156
10.6.11 South America Machine Learning Market Breakdown by Government 157
11 Industry Landscape 158
11.1 Market Initiative 158
12 Competitive Landscape 160
12.1 Competitive Product Mapping 160
12.2 Market Positioning - Global Top 5 Players Ranking 162
12.3 Amazon Web Services, Inc. 163
12.3.1 Key Facts 163
12.3.2 Business Description 163
12.3.3 Financial Overview 164
12.3.4 SWOT Analysis 165
12.3.5 Key Developments 167
12.4 Fair Isaac Corporation 168
12.4.1 Key Facts 168
12.4.2 Business Description 168
12.4.3 Financial Overview 169
12.4.4 SWOT Analysis 170
12.4.5 Key Developments 172
12.5 Google Inc. 173
12.5.1 Key Facts 173
12.5.2 Business Description 173
12.5.3 Financial Overview 174
12.5.4 SWOT Analysis 174
12.5.5 Key Developments 177
12.6 Hewlett Packard Enterprise 178
12.6.1 Key Facts 178
12.6.2 Business Description 178
12.6.3 Financial Overview 179
12.6.4 SWOT Analysis 179
12.6.5 Key Developments 181
12.7 International Business machines Corporation 182
12.7.1 Key Facts 182
12.7.2 Business Description 182
12.7.3 Financial Overview 183
12.7.4 SWOT Analysis 184
12.7.5 Key Developments 186
12.8 Microsoft Corporation 188
12.8.1 Key Facts 188
12.8.2 Business Description 188
12.8.3 Financial Overview 189
12.8.4 SWOT Analysis 189
12.8.5 Key Developments 191
12.9 SAP SE 193
12.9.1 Key Facts 193
12.9.2 Business Description 193
12.9.3 Financial Overview 194
12.9.4 SWOT Analysis 195
12.9.5 Key Developments 197
12.10 BigML, Inc. 199
12.10.1 Key Facts 199
12.10.2 Business Description 199
12.10.3 Financial Overview 200
12.10.4 SWOT Analysis 201
12.10.5 Key Developments 203
12.11 H2O.ai 205
12.11.1 Key Facts 205
12.11.2 Business Description 205
12.11.3 Financial Overview 207
12.11.4 SWOT Analysis 207
12.11.5 Key Developments 208
12.12 SAS Institute Inc. 209
12.12.1 Key Facts 210
12.12.2 Business Description 210
12.12.3 Financial Overview 212
12.12.4 SWOT Analysis 213
12.12.5 Key Developments 215
13 Appendix 216
13.1 About The Insight Partners 216
13.2 Glossary of Terms 217
13.3 Methodology 218
13.3.1 Coverage 218
13.3.2 Secondary Research 218
13.3.3 Primary Research 219
13.4 Contact Us 221
13.5 Disclaimer 221
1.1 List of Tables
Table 1: Global Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 47
Table 2: North America Machine Learning Market Revenue and Forecasts to 2025 - By Solution (US$ Mn) 93
Table 3: North America Machine Learning Market Revenue and Forecasts to 2025 - By Deployment Type (US$ Mn) 94
Table 4: North America Machine Learning Market Revenue and Forecasts to 2025 - By End-User (US$ Mn) 95
Table 5: North America Machine Learning Market Revenue and Forecasts to 2025 - By BFSI (US$ Mn) 96
Table 6: North America Machine Learning Market Revenue and Forecasts to 2025 - By Retail (US$ Mn) 97
Table 7: North America Machine Learning Market Revenue and Forecasts to 2025 - By Healthcare (US$ Mn) 98
Table 8: North America Machine Learning Market Revenue and Forecasts to 2025 - By Manufacturing (US$ Mn) 99
Table 9: North America Machine Learning Market Revenue and Forecasts to 2025 - By Government (US$ Mn) 100
Table 10: Europe Machine Learning Market Revenue and Forecasts to 2025 - By Solution (US$ Mn) 109
Table 11: Europe Machine Learning Market Revenue and Forecasts to 2025 - By Deployment Type (US$ Mn) 110
Table 12: Europe Machine Learning Market Revenue and Forecasts to 2025 - By End-User (US$ Mn) 111
Table 13: Europe Machine Learning Market Revenue and Forecasts to 2025 - By BFSI (US$ Mn) 112
Table 14: Europe Machine Learning Market Revenue and Forecasts to 2025 - By Retail (US$ Mn) 113
Table 15: Europe Machine Learning Market Revenue and Forecasts to 2025 - By Healthcare (US$ Mn) 114
Table 16: Europe Machine Learning Market Revenue and Forecasts to 2025 - By Manufacturing (US$ Mn) 115
Table 17: Europe Machine Learning Market Revenue and Forecasts to 2025 - By Government (US$ Mn) 116
Table 18: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By Solution (US$ Mn) 124
Table 19: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By Deployment Type (US$ Mn) 125
Table 20: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By End-User (US$ Mn) 126
Table 21: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By BFSI (US$ Mn) 127
Table 22: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By Retail (US$ Mn) 128
Table 23: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By Healthcare (US$ Mn) 129
Table 24: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By Manufacturing (US$ Mn) 130
Table 25: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 - By Government (US$ Mn) 131
Table 26: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By Solution (US$ Mn) 138
Table 27: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By Deployment Type (US$ Mn) 139
Table 28: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By End-User (US$ Mn) 140
Table 29: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By BFSI (US$ Mn) 141
Table 30: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By Retail (US$ Mn) 142
Table 31: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By Healthcare (US$ Mn) 143
Table 32: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By Manufacturing (US$ Mn) 144
Table 33: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 - By Government (US$ Mn) 145
Table 34: South America Machine Learning Market Revenue and Forecasts to 2025 - By Solution (US$ Mn) 150
Table 35: South America Machine Learning Market Revenue and Forecasts to 2025 - By Deployment Type (US$ Mn) 151
Table 36: South America Machine Learning Market Revenue and Forecasts to 2025 - By End-User (US$ Mn) 152
Table 37: South America Machine Learning Market Revenue and Forecasts to 2025 - By BFSI (US$ Mn) 153
Table 38: South America Machine Learning Market Revenue and Forecasts to 2025 - By Retail (US$ Mn) 154
Table 39: South America Machine Learning Market Revenue and Forecasts to 2025 - By Healthcare (US$ Mn) 155
Table 40: South America Machine Learning Market Revenue and Forecasts to 2025 - By Manufacturing (US$ Mn) 156
Table 41: South America Machine Learning Market Revenue and Forecasts to 2025 - By Government (US$ Mn) 157
Table 42: Glossary of Terms, Vision Guided Robotics Software Market 217
1.2 List of Figures
Figure 1: North America Machine Learning Market, Global Revenue (US$ Mn), 2016 & 2025 21
Figure 2: BFSI Machine Learning Market, Global Revenue (US$ Mn), 2016 & 2025 22
Figure 3: Cloud/MLaaS Machine Learning Market, Global Revenue (US$ Mn), 2016 & 2025 23
Figure 4: Machine Learning Market Segmentation 25
Figure 5: Machine Learning Market Segmentation 26
Figure 6: North America PEST Analysis 29
Figure 7: Europe PEST Analysis 32
Figure 8: APAC PEST Analysis 35
Figure 9: MEA PEST Analysis 37
Figure 10: SAM PEST Analysis 40
Figure 11: Machine Learning Market Impact Analysis of Driver and Restraints 45
Figure 12: Global Machine Learning Market Breakdown By Solution, 2016 & 2025 (%) 48
Figure 13: Software Market Revenue and Forecasts to 2025 (US$ Mn) 50
Figure 14: Service Market Revenue and Forecasts to 2025 (US$ Mn) 52
Figure 15: Global Machine Learning Market Breakdown By Deployment type, 2016 & 2025 (%) 53
Figure 16: Cloud/MLaaS Market Revenue and Forecasts to 2025 (US$ Mn) 55
Figure 17: On-Premise Market Revenue and Forecasts to 2025 (US$ Mn) 57
Figure 18: Global Machine Learning Market Breakdown By End-User, 2016 & 2025 (%) 58
Figure 19: Global BFSI Market Revenue and Forecasts to 2025 (US$ Mn) 60
Figure 20: Machine Learning Market Breakdown by BFSI, 2016 & 2025 (%) 60
Figure 21: Global Risk Management Compliance Market Revenue and Forecasts to 2025 (US$ Mn) 62
Figure 22: Global Predictive Customer Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 63
Figure 23: Global Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn) 64
Figure 24: Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 65
Figure 25: Global Retail Market Revenue and Forecasts to 2025 (US$ Mn) 67
Figure 26: Machine Learning Market Breakdown by Retail, 2016 & 2025 (%) 67
Figure 27: Global Customer Experience & Insight Market Revenue and Forecasts to 2025 (US$ Mn) 69
Figure 28: Global Supply & Demand Planning Market Revenue and Forecasts to 2025 (US$ Mn) 70
Figure 29: Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 71
Figure 30: Global Healthcare Market Revenue and Forecasts to 2025 (US$ Mn) 73
Figure 31: Machine Learning Market Breakdown by Healthcare, 2016 & 2025 (%) 73
Figure 32: Global Diagnosis and Treatment Systems Market Revenue and Forecasts to 2025 (US$ Mn) 75
Figure 33: Global Image Analytics & Diagnosis Market Revenue and Forecasts to 2025 (US$ Mn) 76
Figure 34: Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 77
Figure 35: Global Manufacturing Market Revenue and Forecasts to 2025 (US$ Mn) 79
Figure 36: Machine Learning Market Breakdown by Manufacturing, 2016 & 2025 (%) 79
Figure 37: Global Predictive Maintenance Market Revenue and Forecasts to 2025 (US$ Mn) 81
Figure 38: Global Supply Chain Management Market Revenue and Forecasts to 2025 (US$ Mn) 82
Figure 39: Global Government Market Revenue and Forecasts to 2025 (US$ Mn) 83
Figure 40: Machine Learning Market Breakdown by Government, 2016 & 2025 (%) 83
Figure 41: Global Fraud & Improper Payments Market Revenue and Forecasts to 2025 (US$ Mn) 85
Figure 42: Global Public Safety & Security Market Revenue and Forecasts to 2025 (US$ Mn) 86
Figure 43: Machine Learning Market, Global Breakdown by Regions, 2016 & 2025 (%) 87
Figure 44: North America Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 89
Figure 45: North America Machine Learning Market Breakdown by Key Countries, 2016 & 2025 (%) 89
Figure 46: US Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 90
Figure 47: Canada Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 91
Figure 48: Mexico Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 92
Figure 49: North America Machine Learning Market Breakdown by Solution, 2016 & 2025 (%) 93
Figure 50: North America Machine Learning Market Breakdown by Deployment Type, 2016 & 2025 (%) 94
Figure 51: North America Machine Learning Market Breakdown by End-User, 2016 & 2025 (%) 95
Figure 52: North America Machine Learning Market Breakdown by BFSI, 2016 & 2025 (%) 96
Figure 53: North America Machine Learning Market Breakdown by Retail, 2016 & 2025 (%) 97
Figure 54: North America Machine Learning Market Breakdown by Healthcare, 2016 & 2025 (%) 98
Figure 55: North America Machine Learning Market Breakdown by Manufacturing, 2016 & 2025 (%) 99
Figure 56: North America Machine Learning Market Breakdown by Government, 2016 & 2025 (%) 100
Figure 57: Europe Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 102
Figure 58: Europe Machine Learning Market Breakdown by Key Countries, 2016 & 2025 (%) 102
Figure 59: France Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 103
Figure 60: Germany Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 104
Figure 61: Italy Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 105
Figure 62: Spain Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 106
Figure 63: UK Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 107
Figure 64: Rest of Europe Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 108
Figure 65: Europe Machine Learning Market Breakdown by Solution, 2016 & 2025 (%) 109
Figure 66: Europe Machine Learning Market Breakdown by Deployment Type, 2016 & 2025 (%) 110
Figure 67: Europe Machine Learning Market Breakdown by End-User, 2016 & 2025 (%) 111
Figure 68: Europe Machine Learning Market Breakdown by BFSI, 2016 & 2025 (%) 112
Figure 69: Europe Machine Learning Market Breakdown by Retail, 2016 & 2025 (%) 113
Figure 70: Europe Machine Learning Market Breakdown by Healthcare, 2016 & 2025 (%) 114
Figure 71: Europe Machine Learning Market Breakdown by Manufacturing, 2016 & 2025 (%) 115
Figure 72: Europe Machine Learning Market Breakdown by Government, 2016 & 2025 (%) 116
Figure 73: Asia Pacific Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 118
Figure 74: Asia Pacific Machine Learning Market Breakdown by Key Countries, 2016 & 2025 (%) 118
Figure 75: Australia Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 119
Figure 76: China Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 120
Figure 77: India Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 121
Figure 78: Japan Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 122
Figure 79: UK Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 123
Figure 80: Asia Pacific Machine Learning Market Breakdown by Solution, 2016 & 2025 (%) 124
Figure 81: Asia Pacific Machine Learning Market Breakdown by Deployment Type, 2016 & 2025 (%) 125
Figure 82: Asia Pacific Machine Learning Market Breakdown by End-User, 2016 & 2025 (%) 126
Figure 83: Asia Pacific Machine Learning Market Breakdown by BFSI, 2016 & 2025 (%) 127
Figure 84: Asia Pacific Machine Learning Market Breakdown by Retail, 2016 & 2025 (%) 128
Figure 85: Asia Pacific Machine Learning Market Breakdown by Healthcare, 2016 & 2025 (%) 129
Figure 86: Asia Pacific Machine Learning Market Breakdown by Manufacturing, 2016 & 2025 (%) 130
Figure 87: Asia Pacific Machine Learning Market Breakdown by Government, 2016 & 2025 (%) 131
Figure 88: Middle East & Africa Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 133
Figure 89: Middle East & Africa Machine Learning Market Breakdown by Key Countries, 2016 & 2025 (%) 133
Figure 90: South Africa Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 134
Figure 91: Saudi Arabia Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 135
Figure 92: UAE Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 136
Figure 93: Rest of MEA Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 137
Figure 94: Middle East & Africa Machine Learning Market Breakdown by Solution, 2016 & 2025 (%) 138
Figure 95: Middle East & Africa Machine Learning Market Breakdown by Deployment Type, 2016 & 2025 (%) 139
Figure 96: Middle East & Africa Machine Learning Market Breakdown by End-User, 2016 & 2025 (%) 140
Figure 97: Middle East & Africa Machine Learning Market Breakdown by BFSI, 2016 & 2025 (%) 141
Figure 98: Middle East & Africa Machine Learning Market Breakdown by Retail, 2016 & 2025 (%) 142
Figure 99: Middle East & Africa Machine Learning Market Breakdown by Healthcare, 2016 & 2025 (%) 143
Figure 100: Middle East & Africa Machine Learning Market Breakdown by Manufacturing, 2016 & 2025 (%) 144
Figure 101: Middle East & Africa Machine Learning Market Breakdown by Government, 2016 & 2025 (%) 145
Figure 102: South America Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 147
Figure 103: South America Machine Learning Market Breakdown by Key Countries, 2016 & 2025 (%) 147
Figure 104: Brazil Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 148
Figure 105: Rest of SAM Machine Learning Market Revenue and Forecasts to 2025 (US$ Mn) 149
Figure 106: South America Machine Learning Market Breakdown by Solution, 2016 & 2025 (%) 150
Figure 107: South America Machine Learning Market Breakdown by Deployment Type, 2016 & 2025 (%) 151
Figure 108: South America Machine Learning Market Breakdown by End-User, 2016 & 2025 (%) 152
Figure 109: South America Machine Learning Market Breakdown by BFSI, 2016 & 2025 (%) 153
Figure 110: South America Machine Learning Market Breakdown by Retail, 2016 & 2025 (%) 154
Figure 111: South America Machine Learning Market Breakdown by Healthcare, 2016 & 2025 (%) 155
Figure 112: South America Machine Learning Market Breakdown by Manufacturing, 2016 & 2025 (%) 156
Figure 113: South America Machine Learning Market Breakdown by Government, 2016 & 2025 (%) 157
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