Global Machine Learning Market 2023-2027

Description

List of Tables

Technavio has been monitoring the machine learning market and is forecast to grow by $56,493.47 mn during 2022-2027, accelerating at a CAGR of 47.81% during the forecast period. Our report on the machine learning market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by the increasing adoption of cloud-based offerings, increasing use of machine learning in customer experience management, and increasing use of machine learning in predictive analytics.

Technavio's machine learning market is segmented as below:

By End-user

BFSI
Retail
Telecommunications
Healthcare
Automotive and others

By Deployment

Cloud-based
On-premise

By Geographical Landscape

North America
Europe
APAC
Middle East and Africa
South America

This study identifies the application of machine learning to IoT data as one of the prime reasons driving the machine learning market growth during the next few years. Also, increasing technology investments in retail industry and the growing number of acquisitions and partnerships will lead to sizable demand in the market.

Technavio presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters. Our report on the machine learning market covers the following areas:

Machine learning market sizing
Machine learning market forecast
Machine learning market industry analysis

Technavio's robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading machine learning market vendors that include Alibaba Group Holding Ltd., Alphabet Inc., Altair Engineering Inc., Alteryx Inc., Amazon.com Inc., BigML Inc., Cisco Systems Inc., Fair Isaac Corp., H2O.ai Inc., Hewlett Packard Enterprise Co., Iflowsoft Solutions Inc., Intel Corp., International Business Machines Corp., Microsoft Corp., Netguru S.A, Salesforce.com Inc., SAP SE, SAS Institute Inc., TIBCO Software Inc., and Yottamine Analytics LLC. Also, the machine learning market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

Technavio presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. Technavio's market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Product Code: IRTNTR40918

1 Executive Summary

1.1 Market overview
Exhibit 01: Executive Summary - Chart on Market Overview
Exhibit 02: Executive Summary - Data Table on Market Overview
Exhibit 03: Executive Summary - Chart on Global Market Characteristics
Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user
Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment
Exhibit 07: Executive Summary - Chart on Incremental Growth
Exhibit 08: Executive Summary - Data Table on Incremental Growth
Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

2.1 Market ecosystem
Exhibit 10: Parent market
Exhibit 11: Market Characteristics

3 Market Sizing

3.1 Market definition
Exhibit 12: Offerings of vendors included in the market definition
3.2 Market segment analysis
Exhibit 13: Market segments
3.3 Market size 2022
3.4 Market outlook: Forecast for 2022-2027
Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

4.1 Global machine learning market 2017 - 2021
Exhibit 18: Historic Market Size - Data Table on Global machine learning market 2017 - 2021 ($ million)
4.2 End-User Segment Analysis 2017 - 2021
Exhibit 19: Historic Market Size - End-User Segment 2017 - 2021 ($ million)
4.3 Deployment Segment Analysis 2017 - 2021
Exhibit 20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
4.4 Geography Segment Analysis 2017 - 2021
Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
4.5 Country Segment Analysis 2017 - 2021
Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

5.1 Five forces summary
Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
5.2 Bargaining power of buyers
Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
5.3 Bargaining power of suppliers
Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
5.4 Threat of new entrants
Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
5.5 Threat of substitutes
Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
5.6 Threat of rivalry
Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
5.7 Market condition
Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by End-user

6.1 Market segments
Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
6.2 Comparison by End-user
Exhibit 32: Chart on Comparison by End-user
Exhibit 33: Data Table on Comparison by End-user
6.3 BFSI - Market size and forecast 2022-2027
Exhibit 34: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
Exhibit 35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
Exhibit 36: Chart on BFSI - Year-over-year growth 2022-2027 (%)
Exhibit 37: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
6.4 Retail - Market size and forecast 2022-2027
Exhibit 38: Chart on Retail - Market size and forecast 2022-2027 ($ million)
Exhibit 39: Data Table on Retail - Market size and forecast 2022-2027 ($ million)
Exhibit 40: Chart on Retail - Year-over-year growth 2022-2027 (%)
Exhibit 41: Data Table on Retail - Year-over-year growth 2022-2027 (%)
6.5 Telecommunications - Market size and forecast 2022-2027
Exhibit 42: Chart on Telecommunications - Market size and forecast 2022-2027 ($ million)
Exhibit 43: Data Table on Telecommunications - Market size and forecast 2022-2027 ($ million)
Exhibit 44: Chart on Telecommunications - Year-over-year growth 2022-2027 (%)
Exhibit 45: Data Table on Telecommunications - Year-over-year growth 2022-2027 (%)
6.6 Healthcare - Market size and forecast 2022-2027
Exhibit 46: Chart on Healthcare - Market size and forecast 2022-2027 ($ million)
Exhibit 47: Data Table on Healthcare - Market size and forecast 2022-2027 ($ million)
Exhibit 48: Chart on Healthcare - Year-over-year growth 2022-2027 (%)
Exhibit 49: Data Table on Healthcare - Year-over-year growth 2022-2027 (%)
6.7 Automotive and others - Market size and forecast 2022-2027
Exhibit 50: Chart on Automotive and others - Market size and forecast 2022-2027 ($ million)
Exhibit 51: Data Table on Automotive and others - Market size and forecast 2022-2027 ($ million)
Exhibit 52: Chart on Automotive and others - Year-over-year growth 2022-2027 (%)
Exhibit 53: Data Table on Automotive and others - Year-over-year growth 2022-2027 (%)
6.8 Market opportunity by End-user
Exhibit 54: Market opportunity by End-user ($ million)
Exhibit 55: Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Deployment

7.1 Market segments
Exhibit 56: Chart on Deployment - Market share 2022-2027 (%)
Exhibit 57: Data Table on Deployment - Market share 2022-2027 (%)
7.2 Comparison by Deployment
Exhibit 58: Chart on Comparison by Deployment
Exhibit 59: Data Table on Comparison by Deployment
7.3 Cloud-based - Market size and forecast 2022-2027
Exhibit 60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million)
Exhibit 61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million)
Exhibit 62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%)
Exhibit 63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%)
7.4 On-premise - Market size and forecast 2022-2027
Exhibit 64: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
Exhibit 65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
Exhibit 66: Chart on On-premise - Year-over-year growth 2022-2027 (%)
Exhibit 67: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
7.5 Market opportunity by Deployment
Exhibit 68: Market opportunity by Deployment ($ million)
Exhibit 69: Data Table on Market opportunity by Deployment ($ million)

8 Customer Landscape

8.1 Customer landscape overview
Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

9.1 Geographic segmentation
Exhibit 71: Chart on Market share By Geographical Landscape 2022-2027 (%)
Exhibit 72: Data Table on Market share By Geographical Landscape 2022-2027 (%)
9.2 Geographic comparison
Exhibit 73: Chart on Geographic comparison
Exhibit 74: Data Table on Geographic comparison
9.3 North America - Market size and forecast 2022-2027
Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million)
Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
9.4 Europe - Market size and forecast 2022-2027
Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
9.5 APAC - Market size and forecast 2022-2027
Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
9.6 Middle East and Africa - Market size and forecast 2022-2027
Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
9.7 South America - Market size and forecast 2022-2027
Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million)
Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
9.8 US - Market size and forecast 2022-2027
Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ million)
Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million)
Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
9.9 China - Market size and forecast 2022-2027
Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million)
Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million)
Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
9.10 UK - Market size and forecast 2022-2027
Exhibit 103: Chart on UK - Market size and forecast 2022-2027 ($ million)
Exhibit 104: Data Table on UK - Market size and forecast 2022-2027 ($ million)
Exhibit 105: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibit 106: Data Table on UK - Year-over-year growth 2022-2027 (%)
9.11 Germany - Market size and forecast 2022-2027
Exhibit 107: Chart on Germany - Market size and forecast 2022-2027 ($ million)
Exhibit 108: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
Exhibit 109: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibit 110: Data Table on Germany - Year-over-year growth 2022-2027 (%)
9.12 Japan - Market size and forecast 2022-2027
Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ million)
Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%)
Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
9.13 Market opportunity By Geographical Landscape
Exhibit 115: Market opportunity By Geographical Landscape ($ million)
Exhibit 116: Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Trends

10.1 Market drivers
10.2 Market challenges
10.3 Impact of drivers and challenges
Exhibit 117: Impact of drivers and challenges in 2022 and 2027
10.4 Market trends

11 Vendor Landscape

11.1 Overview
11.2 Vendor landscape
Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
11.3 Landscape disruption
Exhibit 119: Overview on factors of disruption
11.4 Industry risks
Exhibit 120: Impact of key risks on business

12 Vendor Analysis

12.1 Vendors covered
Exhibit 121: Vendors covered
12.2 Market positioning of vendors
Exhibit 122: Matrix on vendor position and classification
12.3 Alibaba Group Holding Ltd.
Exhibit 123: Alibaba Group Holding Ltd. - Overview
Exhibit 124: Alibaba Group Holding Ltd. - Business segments
Exhibit 125: Alibaba Group Holding Ltd. - Key offerings
Exhibit 126: Alibaba Group Holding Ltd. - Segment focus
12.4 Alphabet Inc.
Exhibit 127: Alphabet Inc. - Overview
Exhibit 128: Alphabet Inc. - Business segments
Exhibit 129: Alphabet Inc. - Key news
Exhibit 130: Alphabet Inc. - Key offerings
Exhibit 131: Alphabet Inc. - Segment focus
12.5 Amazon.com Inc.
Exhibit 132: Amazon.com Inc. - Overview
Exhibit 133: Amazon.com Inc. - Business segments
Exhibit 134: Amazon.com Inc. - Key news
Exhibit 135: Amazon.com Inc. - Key offerings
Exhibit 136: Amazon.com Inc. - Segment focus
12.6 BigML Inc.
Exhibit 137: BigML Inc. - Overview
Exhibit 138: BigML Inc. - Product / Service
Exhibit 139: BigML Inc. - Key offerings
12.7 Cisco Systems Inc.
Exhibit 140: Cisco Systems Inc. - Overview
Exhibit 141: Cisco Systems Inc. - Business segments
Exhibit 142: Cisco Systems Inc. - Key news
Exhibit 143: Cisco Systems Inc. - Key offerings
Exhibit 144: Cisco Systems Inc. - Segment focus
12.8 Fair Isaac Corp.
Exhibit 145: Fair Isaac Corp. - Overview
Exhibit 146: Fair Isaac Corp. - Business segments
Exhibit 147: Fair Isaac Corp. - Key news
Exhibit 148: Fair Isaac Corp. - Key offerings
Exhibit 149: Fair Isaac Corp. - Segment focus
12.9 H2O.ai Inc.
Exhibit 150: H2O.ai Inc. - Overview
Exhibit 151: H2O.ai Inc. - Product / Service
Exhibit 152: H2O.ai Inc. - Key offerings
12.10 Hewlett Packard Enterprise Co.
Exhibit 153: Hewlett Packard Enterprise Co. - Overview
Exhibit 154: Hewlett Packard Enterprise Co. - Business segments
Exhibit 155: Hewlett Packard Enterprise Co. - Key news
Exhibit 156: Hewlett Packard Enterprise Co. - Key offerings
Exhibit 157: Hewlett Packard Enterprise Co. - Segment focus
12.11 Iflowsoft Solutions Inc.
Exhibit 158: Iflowsoft Solutions Inc. - Overview
Exhibit 159: Iflowsoft Solutions Inc. - Product / Service
Exhibit 160: Iflowsoft Solutions Inc. - Key offerings
12.12 Intel Corp.
Exhibit 161: Intel Corp. - Overview
Exhibit 162: Intel Corp. - Business segments
Exhibit 163: Intel Corp. - Key news
Exhibit 164: Intel Corp. - Key offerings
Exhibit 165: Intel Corp. - Segment focus
12.13 International Business Machines Corp.
Exhibit 166: International Business Machines Corp. - Overview
Exhibit 167: International Business Machines Corp. - Business segments
Exhibit 168: International Business Machines Corp. - Key news
Exhibit 169: International Business Machines Corp. - Key offerings
Exhibit 170: International Business Machines Corp. - Segment focus
12.14 Microsoft Corp.
Exhibit 171: Microsoft Corp. - Overview
Exhibit 172: Microsoft Corp. - Business segments
Exhibit 173: Microsoft Corp. - Key news
Exhibit 174: Microsoft Corp. - Key offerings
Exhibit 175: Microsoft Corp. - Segment focus
12.15 Salesforce.com Inc.
Exhibit 176: Salesforce.com Inc. - Overview
Exhibit 177: Salesforce.com Inc. - Product / Service
Exhibit 178: Salesforce.com Inc. - Key news
Exhibit 179: Salesforce.com Inc. - Key offerings
12.16 SAP SE
Exhibit 180: SAP SE - Overview
Exhibit 181: SAP SE - Business segments
Exhibit 182: SAP SE - Key news
Exhibit 183: SAP SE - Key offerings
Exhibit 184: SAP SE - Segment focus
12.17 SAS Institute Inc.
Exhibit 185: SAS Institute Inc. - Overview
Exhibit 186: SAS Institute Inc. - Product / Service
Exhibit 187: SAS Institute Inc. - Key news
Exhibit 188: SAS Institute Inc. - Key offerings

13 Appendix

13.1 Scope of the report
13.2 Inclusions and exclusions checklist
Exhibit 189: Inclusions checklist
Exhibit 190: Exclusions checklist
13.3 Currency conversion rates for US$
Exhibit 191: Currency conversion rates for US$
13.4 Research methodology
Exhibit 192: Research methodology
Exhibit 193: Validation techniques employed for market sizing
Exhibit 194: Information sources
13.5 List of abbreviations
Exhibit 195: List of abbreviations