PART 01: EXECUTIVE SUMMARY PART 02: SCOPE OF THE REPORT 2.1 Preface 2.2 Preface 2.3 Currency conversion rates for US$ PART 03: MARKET LANDSCAPE Market ecosystem Market characteristics Market segmentation analysis PART 04: MARKET SIZING Market definition Market sizing 2018 Market size and forecast 2018-2023 PART 05: FIVE FORCES ANALYSIS Bargaining power of buyers Bargaining power of suppliers Threat of new entrants Threat of substitutes Threat of rivalry Market condition PART 06: MARKET SEGMENTATION BY END-USER Market segmentation by end-user Comparison by end-user BFSI - Market size and forecast 2018-2023 Retail - Market size and forecast 2018-2023 Telecommunications - Market size and forecast 2018-2023 Healthcare - Market size and forecast 2018-2023 Manufacturing - Market size and forecast 2018-2023 Other end-users - Market size and forecast 2018-2023 Market opportunity by end-user PART 07: CUSTOMER LANDSCAPE PART 08: GEOGRAPHIC LANDSCAPE Geographic segmentation Geographic comparison North America - Market size and forecast 2018-2023 Europe - Market size and forecast 2018-2023 APAC - Market size and forecast 2018-2023 South America - Market size and forecast 2018-2023 MEA - Market size and forecast 2018-2023 Key leading countries Market opportunity PART 09: DRIVERS AND CHALLENGES Market drivers Market challenges PART 10: MARKET TRENDS Application of ML to IoT data Increasing technology investments in retail industry Growing number of acquisitions and partnerships PART 11: VENDOR LANDSCAPE Overview Landscape disruption PART 12: VENDOR ANALYSIS Vendors covered Vendor classification Market positioning of vendors Google LLC Hewlett Packard Enterprise Development LP IBM Corp. Microsoft Corp. SAS Institute Inc. PART 13: APPENDIX Research methodology List of abbreviations Definition of market positioning of vendors PART 14: EXPLORE TECHNAVIO   Exhibit 01: MLaaS offerings by the vendors are: Exhibit 02: Global information technology (IT) services market Exhibit 03: Segments of global information technology (IT) services market Exhibit 04: Market characteristics Exhibit 05: Market segments Exhibit 06: Market definition - Inclusions and exclusions checklist Exhibit 07: Market size 2018 Exhibit 08: Global market: Size and forecast 2018-2023 ($ millions) Exhibit 09: Global market: Year-over-year growth 2019-2023 (%) Exhibit 10: Five forces analysis 2018 Exhibit 11: Five forces analysis 2023 Exhibit 12: Bargaining power of buyers Exhibit 13: Bargaining power of suppliers Exhibit 14: Threat of new entrants Exhibit 15: Threat of substitutes Exhibit 16: Threat of rivalry Exhibit 17: Market condition - Five forces 2018 Exhibit 18: End-user - Market share 2018-2023 (%) Exhibit 19: Comparison by end-user Exhibit 20: BFSI - Market size and forecast 2018-2023 ($ millions) Exhibit 21: BFSI - Year-over-year growth 2019-2023 (%) Exhibit 22: Retail - Market size and forecast 2018-2023 ($ millions) Exhibit 23: Retail - Year-over-year growth 2019-2023 (%) Exhibit 24: Telecommunications - Market size and forecast 2018-2023 ($ millions) Exhibit 25: Telecommunications - Year-over-year growth 2019-2023 (%) Exhibit 26: Healthcare - Market size and forecast 2018-2023 ($ millions) Exhibit 27: Healthcare - Year-over-year growth 2019-2023 (%) Exhibit 28: Manufacturing - Market size and forecast 2018-2023 ($ millions) Exhibit 29: Manufacturing - Year-over-year growth 2019-2023 (%) Exhibit 30: Other end-users - Market size and forecast 2018-2023 ($ millions) Exhibit 31: Other end-users - Year-over-year growth 2019-2023 (%) Exhibit 32: Market opportunity by end-user Exhibit 33: Customer landscape Exhibit 34: Market share by geography 2018-2023 (%) Exhibit 35: Geographic comparison Exhibit 36: North America - Market size and forecast 2018-2023 ($ millions) Exhibit 37: North America - Year-over-year growth 2019-2023 (%) Exhibit 38: Europe - Market size and forecast 2018-2023 ($ millions) Exhibit 39: Europe - Year-over-year growth 2019-2023 (%) Exhibit 40: APAC - Market size and forecast 2018-2023 ($ millions) Exhibit 41: APAC - Year-over-year growth 2019-2023 (%) Exhibit 42: South America - Market size and forecast 2018-2023 ($ millions) Exhibit 43: South America - Year-over-year growth 2019-2023 (%) Exhibit 44: MEA - Market size and forecast 2018-2023 ($ millions) Exhibit 45: MEA - Year-over-year growth 2019-2023 (%) Exhibit 46: Key leading countries Exhibit 47: Market opportunity Exhibit 48: Impact of drivers and challenges Exhibit 49: Vendor landscape Exhibit 50: Landscape disruption Exhibit 51: Vendors covered Exhibit 52: Vendor classification Exhibit 53: Market positioning of vendors Exhibit 54: Google LLC - Vendor overview Exhibit 55: Google LLC - Organizational developments Exhibit 56: Google LLC - Key offerings Exhibit 57: Hewlett Packard Enterprise Development LP - Vendor overview Exhibit 58: Hewlett Packard Enterprise Development LP - Business segments Exhibit 59: Hewlett Packard Enterprise Development LP - Organizational developments Exhibit 60: Hewlett Packard Enterprise Development LP - Geographic focus Exhibit 61: Hewlett Packard Enterprise Development LP - Segment focus Exhibit 62: Hewlett Packard Enterprise Development LP - Key offerings Exhibit 63: IBM Corp. - Vendor overview Exhibit 64: IBM Corp. - Business segments Exhibit 65: IBM Corp. - Organizational developments Exhibit 66: IBM Corp. - Geographic focus Exhibit 67: IBM Corp. - Segment focus Exhibit 68: IBM Corp. - Key offerings Exhibit 69: Microsoft Corp. - Vendor overview Exhibit 70: Microsoft Corp. - Business segments Exhibit 71: Microsoft Corp. - Organizational developments Exhibit 72: Microsoft Corp. - Geographic focus Exhibit 73: Microsoft Corp. - Segment focus Exhibit 74: Microsoft Corp. - Key offerings Exhibit 75: SAS Institute Inc. - Vendor overview Exhibit 76: SAS Institute Inc. - Organizational developments Exhibit 77: SAS Institute Inc. - Key offerings Exhibit 78: Validation techniques employed for market sizing Exhibit 79: Definition of market positioning of vendors

Google LLC, Hewlett Packard Enterprise Development LP, IBM Corp., Microsoft Corp., and SAS Institute Inc.