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Global Machine Learning in Finance Market Size, Status and Forecast 2020-2026
Published Date: January 2020
|
Report Code: QYRE-Auto-3J1348
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Global Machine Learning in Finance Market Size Status and Forecast 2020 2026

Global Machine Learning in Finance Market Size, Status and Forecast 2020-2026

Code: QYRE-Auto-3J1348
Report
January 2020
99 Pages
QYResearch
Region: Global, North America, Europe, Japan,
Description
Table of Content
Tables & Figures
This report focuses on the global Machine Learning in Finance status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Machine Learning in Finance development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
The key players covered in this study
    Ignite Ltd
    Yodlee
    Trill A.I.
    MindTitan
    Accenture
    ZestFinance
    ...
Market segment by Type, the product can be split into
    Supervised Learning
    Unsupervised Learning
    Semi Supervised Learning
    Reinforced Leaning
Market segment by Application, split into
    Banks
    Securities Company
    Others
Market segment by Regions/Countries, this report covers
    North America
    Europe
    China
    Japan
    Southeast Asia
    India
    Central & South America
The study objectives of this report are:
    To analyze global Machine Learning in Finance status, future forecast, growth opportunity, key market and key players.
    To present the Machine Learning in Finance development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
To strategically profile the key players and comprehensively analyze their development plan and strategies.
    To define, describe and forecast the market by type, market and key regions.
In this study, the years considered to estimate the market size of Machine Learning in Finance are as follows:
History Year: 2015-2019
Base Year: 2019
Estimated Year: 2020
Forecast Year 2020 to 2026
For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning in Finance Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning in Finance Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Supervised Learning
1.4.3 Unsupervised Learning
1.4.4 Semi Supervised Learning
1.4.5 Reinforced Leaning
1.5 Market by Application
1.5.1 Global Machine Learning in Finance Market Share by Application: 2020 VS 2026
1.5.2 Banks
1.5.3 Securities Company
1.5.4 Others
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends by Regions
2.1 Machine Learning in Finance Market Perspective (2015-2026)
2.2 Machine Learning in Finance Growth Trends by Regions
2.2.1 Machine Learning in Finance Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning in Finance Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning in Finance Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning in Finance Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning in Finance Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Machine Learning in Finance Players by Market Size
3.1.1 Global Top Machine Learning in Finance Players by Revenue (2015-2020)
3.1.2 Global Machine Learning in Finance Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning in Finance Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning in Finance Market Concentration Ratio
3.2.1 Global Machine Learning in Finance Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning in Finance Revenue in 2019
3.3 Machine Learning in Finance Key Players Head office and Area Served
3.4 Key Players Machine Learning in Finance Product Solution and Service
3.5 Date of Enter into Machine Learning in Finance Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Machine Learning in Finance Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning in Finance Forecasted Market Size by Type (2021-2026)
5 Machine Learning in Finance Breakdown Data by Application (2015-2026)
5.1 Global Machine Learning in Finance Market Size by Application (2015-2020)
5.2 Global Machine Learning in Finance Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Machine Learning in Finance Market Size (2015-2020)
6.2 Machine Learning in Finance Key Players in North America (2019-2020)
6.3 North America Machine Learning in Finance Market Size by Type (2015-2020)
6.4 North America Machine Learning in Finance Market Size by Application (2015-2020)
7 Europe
7.1 Europe Machine Learning in Finance Market Size (2015-2020)
7.2 Machine Learning in Finance Key Players in Europe (2019-2020)
7.3 Europe Machine Learning in Finance Market Size by Type (2015-2020)
7.4 Europe Machine Learning in Finance Market Size by Application (2015-2020)
8 China
8.1 China Machine Learning in Finance Market Size (2015-2020)
8.2 Machine Learning in Finance Key Players in China (2019-2020)
8.3 China Machine Learning in Finance Market Size by Type (2015-2020)
8.4 China Machine Learning in Finance Market Size by Application (2015-2020)
9 Japan
9.1 Japan Machine Learning in Finance Market Size (2015-2020)
9.2 Machine Learning in Finance Key Players in Japan (2019-2020)
9.3 Japan Machine Learning in Finance Market Size by Type (2015-2020)
9.4 Japan Machine Learning in Finance Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Machine Learning in Finance Market Size (2015-2020)
10.2 Machine Learning in Finance Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning in Finance Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning in Finance Market Size by Application (2015-2020)
11 India
11.1 India Machine Learning in Finance Market Size (2015-2020)
11.2 Machine Learning in Finance Key Players in India (2019-2020)
11.3 India Machine Learning in Finance Market Size by Type (2015-2020)
11.4 India Machine Learning in Finance Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Machine Learning in Finance Market Size (2015-2020)
12.2 Machine Learning in Finance Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning in Finance Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning in Finance Market Size by Application (2015-2020)
13Key Players Profiles
13.1 Ignite Ltd
13.1.1 Ignite Ltd Company Details
13.1.2 Ignite Ltd Business Overview and Its Total Revenue
13.1.3 Ignite Ltd Machine Learning in Finance Introduction
13.1.4 Ignite Ltd Revenue in Machine Learning in Finance Business (2015-2020))
13.1.5 Ignite Ltd Recent Development
13.2 Yodlee
13.2.1 Yodlee Company Details
13.2.2 Yodlee Business Overview and Its Total Revenue
13.2.3 Yodlee Machine Learning in Finance Introduction
13.2.4 Yodlee Revenue in Machine Learning in Finance Business (2015-2020)
13.2.5 Yodlee Recent Development
13.3 Trill A.I.
13.3.1 Trill A.I. Company Details
13.3.2 Trill A.I. Business Overview and Its Total Revenue
13.3.3 Trill A.I. Machine Learning in Finance Introduction
13.3.4 Trill A.I. Revenue in Machine Learning in Finance Business (2015-2020)
13.3.5 Trill A.I. Recent Development
13.4 MindTitan
13.4.1 MindTitan Company Details
13.4.2 MindTitan Business Overview and Its Total Revenue
13.4.3 MindTitan Machine Learning in Finance Introduction
13.4.4 MindTitan Revenue in Machine Learning in Finance Business (2015-2020)
13.4.5 MindTitan Recent Development
13.5 Accenture
13.5.1 Accenture Company Details
13.5.2 Accenture Business Overview and Its Total Revenue
13.5.3 Accenture Machine Learning in Finance Introduction
13.5.4 Accenture Revenue in Machine Learning in Finance Business (2015-2020)
13.5.5 Accenture Recent Development
13.6 ZestFinance
13.6.1 ZestFinance Company Details
13.6.2 ZestFinance Business Overview and Its Total Revenue
13.6.3 ZestFinance Machine Learning in Finance Introduction
13.6.4 ZestFinance Revenue in Machine Learning in Finance Business (2015-2020)
13.6.5 ZestFinance Recent Development
14Analyst's Viewpoints/Conclusions
15Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
List of Tables
    Table 1. Machine Learning in Finance Key Market Segments
    Table 2. Key Players Covered: Ranking by Machine Learning in Finance Revenue
    Table 3. Ranking of Global Top Machine Learning in Finance Manufacturers by Revenue (US$ Million) in 2019
    Table 4. Global Machine Learning in Finance Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
    Table 5. Key Players of Supervised Learning
    Table 6. Key Players of Unsupervised Learning
    Table 7. Key Players of Semi Supervised Learning
    Table 8. Key Players of Reinforced Leaning
    Table 9. Global Machine Learning in Finance Market Size Growth by Application (US$ Million): 2020 VS 2026
    Table 10. Global Machine Learning in Finance Market Size by Regions (US$ Million): 2020 VS 2026
    Table 11. Global Machine Learning in Finance Market Size by Regions (2015-2020) (US$ Million)
    Table 12. Global Machine Learning in Finance Market Share by Regions (2015-2020)
    Table 13. Global Machine Learning in Finance Forecasted Market Size by Regions (2021-2026) (US$ Million)
    Table 14. Global Machine Learning in Finance Market Share by Regions (2021-2026)
    Table 15. Market Top Trends
    Table 16. Key Drivers: Impact Analysis
    Table 17. Key Challenges
    Table 18. Machine Learning in Finance Market Growth Strategy
    Table 19. Main Points Interviewed from Key Machine Learning in Finance Players
    Table 20. Global Machine Learning in Finance Revenue by Players (2015-2020) (Million US$)
    Table 21. Global Machine Learning in Finance Market Share by Players (2015-2020)
    Table 22. Global Top Machine Learning in Finance Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Finance as of 2019)
    Table 23. Global Machine Learning in Finance by Players Market Concentration Ratio (CR5 and HHI)
    Table 24. Key Players Headquarters and Area Served
    Table 25. Key Players Machine Learning in Finance Product Solution and Service
    Table 26. Date of Enter into Machine Learning in Finance Market
    Table 27. Mergers & Acquisitions, Expansion Plans
    Table 28. Global Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 29. Global Machine Learning in Finance Market Size Share by Type (2015-2020)
    Table 30. Global Machine Learning in Finance Revenue Market Share by Type (2021-2026)
    Table 31. Global Machine Learning in Finance Market Size Share by Application (2015-2020)
    Table 32. Global Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 33. Global Machine Learning in Finance Market Size Share by Application (2021-2026)
    Table 34. North America Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 35. North America Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 36. North America Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 37. North America Machine Learning in Finance Market Share by Type (2015-2020)
    Table 38. North America Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 39. North America Machine Learning in Finance Market Share by Application (2015-2020)
    Table 40. Europe Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 41. Europe Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 42. Europe Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 43. Europe Machine Learning in Finance Market Share by Type (2015-2020)
    Table 44. Europe Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 45. Europe Machine Learning in Finance Market Share by Application (2015-2020)
    Table 46. China Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 47. China Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 48. China Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 49. China Machine Learning in Finance Market Share by Type (2015-2020)
    Table 50. China Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 51. China Machine Learning in Finance Market Share by Application (2015-2020)
    Table 52. Japan Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 53. Japan Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 54. Japan Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 55. Japan Machine Learning in Finance Market Share by Type (2015-2020)
    Table 56. Japan Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 57. Japan Machine Learning in Finance Market Share by Application (2015-2020)
    Table 58. Southeast Asia Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 59. Southeast Asia Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 60. Southeast Asia Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 61. Southeast Asia Machine Learning in Finance Market Share by Type (2015-2020)
    Table 62. Southeast Asia Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 63. Southeast Asia Machine Learning in Finance Market Share by Application (2015-2020)
    Table 64. India Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 65. India Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 66. India Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 67. India Machine Learning in Finance Market Share by Type (2015-2020)
    Table 68. India Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 69. India Machine Learning in Finance Market Share by Application (2015-2020)
    Table 70. Central & South America Key Players Machine Learning in Finance Revenue (2019-2020) (Million US$)
    Table 71. Central & South America Key Players Machine Learning in Finance Market Share (2019-2020)
    Table 72. Central & South America Machine Learning in Finance Market Size by Type (2015-2020) (Million US$)
    Table 73. Central & South America Machine Learning in Finance Market Share by Type (2015-2020)
    Table 74. Central & South America Machine Learning in Finance Market Size by Application (2015-2020) (Million US$)
    Table 75. Central & South America Machine Learning in Finance Market Share by Application (2015-2020)
    Table 76. Ignite Ltd Company Details
    Table 77. Ignite Ltd Business Overview
    Table 78. Ignite Ltd Product
    Table 79. Ignite Ltd Revenue in Machine Learning in Finance Business (2015-2020) (Million US$)
    Table 80. Ignite Ltd Recent Development
    Table 81. Yodlee Company Details
    Table 82. Yodlee Business Overview
    Table 83. Yodlee Product
    Table 84. Yodlee Revenue in Machine Learning in Finance Business (2015-2020) (Million US$)
    Table 85. Yodlee Recent Development
    Table 86. Trill A.I. Company Details
    Table 87. Trill A.I. Business Overview
    Table 88. Trill A.I. Product
    Table 89. Trill A.I. Revenue in Machine Learning in Finance Business (2015-2020) (Million US$)
    Table 90. Trill A.I. Recent Development
    Table 91. MindTitan Company Details
    Table 92. MindTitan Business Overview
    Table 93. MindTitan Product
    Table 94. MindTitan Revenue in Machine Learning in Finance Business (2015-2020) (Million US$)
    Table 95. MindTitan Recent Development
    Table 96. Accenture Company Details
    Table 97. Accenture Business Overview
    Table 98. Accenture Product
    Table 99. Accenture Revenue in Machine Learning in Finance Business (2015-2020) (Million US$)
    Table 100. Accenture Recent Development
    Table 101. ZestFinance Company Details
    Table 102. ZestFinance Business Overview
    Table 103. ZestFinance Product
    Table 104. ZestFinance Revenue in Machine Learning in Finance Business (2015-2020) (Million US$)
    Table 105. ZestFinance Recent Development
    Table 106. Research Programs/Design for This Report
    Table 107. Key Data Information from Secondary Sources
    Table 108. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Machine Learning in Finance Market Share by Type: 2020 VS 2026
    Figure 2. Supervised Learning Features
    Figure 3. Unsupervised Learning Features
    Figure 4. Semi Supervised Learning Features
    Figure 5. Reinforced Leaning Features
    Figure 6. Global Machine Learning in Finance Market Share by Application: 2020 VS 2026
    Figure 7. Banks Case Studies
    Figure 8. Securities Company Case Studies
    Figure 9. Others Case Studies
    Figure 10. Machine Learning in Finance Report Years Considered
    Figure 11. Global Machine Learning in Finance Market Size YoY Growth 2015-2026 (US$ Million)
    Figure 12. Global Machine Learning in Finance Market Share by Regions: 2020 VS 2026
    Figure 13. Global Machine Learning in Finance Market Share by Regions (2021-2026)
    Figure 14. Porter's Five Forces Analysis
    Figure 15. Global Machine Learning in Finance Market Share by Players in 2019
    Figure 16. Global Top Machine Learning in Finance Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Finance as of 2019
    Figure 17. The Top 10 and 5 Players Market Share by Machine Learning in Finance Revenue in 2019
    Figure 18. North America Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 19. Europe Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 20. China Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 21. Japan Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 22. Southeast Asia Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 23. India Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 24. Central & South America Machine Learning in Finance Market Size YoY Growth (2015-2020) (Million US$)
    Figure 25. Ignite Ltd Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 26. Ignite Ltd Revenue Growth Rate in Machine Learning in Finance Business (2015-2020)
    Figure 27. Yodlee Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 28. Yodlee Revenue Growth Rate in Machine Learning in Finance Business (2015-2020)
    Figure 29. Trill A.I. Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 30. Trill A.I. Revenue Growth Rate in Machine Learning in Finance Business (2015-2020)
    Figure 31. MindTitan Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 32. MindTitan Revenue Growth Rate in Machine Learning in Finance Business (2015-2020)
    Figure 33. Accenture Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 34. Accenture Revenue Growth Rate in Machine Learning in Finance Business (2015-2020)
    Figure 35. ZestFinance Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 36. ZestFinance Revenue Growth Rate in Machine Learning in Finance Business (2015-2020)
    Figure 37. Bottom-up and Top-down Approaches for This Report
    Figure 38. Data Triangulation
    Figure 39. Key Executives Interviewed
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