Global Machine Learning Market 2023-2027

Global Machine Learning Market 2023-2027

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.


  • Executive Summary
    • Market overview
      • Table Executive Summary - Chart on Market Overview
      • Table Executive Summary - Data Table on Market Overview
      • Table Executive Summary - Chart on Global Market Characteristics
      • Table Executive Summary - Chart on Market by Geography
      • Table Executive Summary - Chart on Market Segmentation by End-user
      • Table Executive Summary - Chart on Market Segmentation by Deployment
      • Table Executive Summary - Chart on Incremental Growth
      • Table Executive Summary - Data Table on Incremental Growth
      • Table Executive Summary - Chart on Vendor Market Positioning
  • Market Landscape
    • Market ecosystem
      • Table Parent market
      • Table Market Characteristics
  • Market Sizing
    • Market definition
      • Table Offerings of vendors included in the market definition
    • Market segment analysis
      • Table Market segments
    • Market size 2022
    • Market outlook: Forecast for 2022-2027
      • Table Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Table Data Table on Global Market: Year-over-year growth 2022-2027 (%)
  • Historic Market Size
    • Global machine learning market 2017 - 2021
      • Table Historic Market Size - Data table on global machine learning market 2017 - 2021 ($ million)
    • End-user Segment Analysis 2017 - 2021
      • Table Historic Market Size - End-user Segment 2017 - 2021 ($ million)
    • Deployment Segment Analysis 2017 - 2021
      • Table Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
    • Geography Segment Analysis 2017 - 2021
      • Table Historic Market Size - Geography Segment 2017 - 2021 ($ million)
    • Country Segment Analysis 2017 - 2021
      • Table Historic Market Size - Country Segment 2017 - 2021 ($ million)
  • Five Forces Analysis
    • Five forces summary
      • Table Five forces analysis - Comparison between 2022 and 2027
    • Bargaining power of buyers
      • Table Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
    • Bargaining power of suppliers
      • Table Bargaining power of suppliers - Impact of key factors in 2022 and 2027
    • Threat of new entrants
      • Table Threat of new entrants - Impact of key factors in 2022 and 2027
    • Threat of substitutes
      • Table Threat of substitutes - Impact of key factors in 2022 and 2027
    • Threat of rivalry
      • Table Threat of rivalry - Impact of key factors in 2022 and 2027
    • Market condition
      • Table Chart on Market condition - Five forces 2022 and 2027
  • Market Segmentation by End-user
    • Market segments
      • Table Chart on End-user - Market share 2022-2027 (%)
      • Table Data Table on End-user - Market share 2022-2027 (%)
    • Comparison by End-user
      • Table Chart on Comparison by End-user
      • Table Data Table on Comparison by End-user
    • BFSI - Market size and forecast 2022-2027
      • Table Chart on BFSI - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
      • Table Chart on BFSI - Year-over-year growth 2022-2027 (%)
      • Table Data Table on BFSI - Year-over-year growth 2022-2027 (%)
    • Retail - Market size and forecast 2022-2027
      • Table Chart on Retail - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Retail - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Retail - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Retail - Year-over-year growth 2022-2027 (%)
    • Telecommunications - Market size and forecast 2022-2027
      • Table Chart on Telecommunications - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Telecommunications - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Telecommunications - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Telecommunications - Year-over-year growth 2022-2027 (%)
    • Healthcare - Market size and forecast 2022-2027
      • Table Chart on Healthcare - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Healthcare - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Healthcare - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Healthcare - Year-over-year growth 2022-2027 (%)
    • Automotive and others - Market size and forecast 2022-2027
      • Table Chart on Automotive and others - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Automotive and others - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Automotive and others - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Automotive and others - Year-over-year growth 2022-2027 (%)
    • Market opportunity by End-user
      • Table Market opportunity by End-user ($ million)
      • Table Data Table on Market opportunity by End-user ($ million)
  • Market Segmentation by Deployment
    • Market segments
      • Table Chart on Deployment - Market share 2022-2027 (%)
      • Table Data Table on Deployment - Market share 2022-2027 (%)
    • Comparison by Deployment
      • Table Chart on Comparison by Deployment
      • Table Data Table on Comparison by Deployment
    • Cloud-based - Market size and forecast 2022-2027
      • Table Chart on Cloud-based - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Cloud-based - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Cloud-based - Year-over-year growth 2022-2027 (%)
    • On-premise - Market size and forecast 2022-2027
      • Table Chart on On-premise - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
      • Table Chart on On-premise - Year-over-year growth 2022-2027 (%)
      • Table Data Table on On-premise - Year-over-year growth 2022-2027 (%)
    • Market opportunity by Deployment
      • Table Market opportunity by Deployment ($ million)
      • Table Data Table on Market opportunity by Deployment ($ million)
  • Customer Landscape
    • Customer landscape overview
      • Table Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Geographic Landscape
    • Geographic segmentation
      • Table Chart on Market share by geography 2022-2027 (%)
      • Table Data Table on Market share by geography 2022-2027 (%)
    • Geographic comparison
      • Table Chart on Geographic comparison
      • Table Data Table on Geographic comparison
    • North America - Market size and forecast 2022-2027
      • Table Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Table Chart on North America - Year-over-year growth 2022-2027 (%)
      • Table Data Table on North America - Year-over-year growth 2022-2027 (%)
    • Europe - Market size and forecast 2022-2027
      • Table Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • APAC - Market size and forecast 2022-2027
      • Table Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Table Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Table Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • Middle East and Africa - Market size and forecast 2022-2027
      • Table Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • South America - Market size and forecast 2022-2027
      • Table Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Table Chart on South America - Year-over-year growth 2022-2027 (%)
      • Table Data Table on South America - Year-over-year growth 2022-2027 (%)
    • US - Market size and forecast 2022-2027
      • Table Chart on US - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Table Chart on US - Year-over-year growth 2022-2027 (%)
      • Table Data Table on US - Year-over-year growth 2022-2027 (%)
    • China - Market size and forecast 2022-2027
      • Table Chart on China - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Table Chart on China - Year-over-year growth 2022-2027 (%)
      • Table Data Table on China - Year-over-year growth 2022-2027 (%)
    • UK - Market size and forecast 2022-2027
      • Table Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Table Chart on UK - Year-over-year growth 2022-2027 (%)
      • Table Data Table on UK - Year-over-year growth 2022-2027 (%)
    • Germany - Market size and forecast 2022-2027
      • Table Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • Japan - Market size and forecast 2022-2027
      • Table Chart on Japan - Market size and forecast 2022-2027 ($ million)
      • Table Data Table on Japan - Market size and forecast 2022-2027 ($ million)
      • Table Chart on Japan - Year-over-year growth 2022-2027 (%)
      • Table Data Table on Japan - Year-over-year growth 2022-2027 (%)
    • Market opportunity by geography
      • Table Market opportunity by geography ($ million)
      • Table Data Tables on Market opportunity by geography ($ million)
  • Drivers, Challenges, and Trends
    • Market drivers
      • Increasing adoption of cloud-based offerings
      • Increasing use of machine learning in customer experience management
      • Increasing use of machine learning in predictive analytics
    • Market challenges
      • Shortage of skilled personnel
      • Data privacy issues and regulations
      • Data integration issues
    • Impact of drivers and challenges
      • Table Impact of drivers and challenges in 2022 and 2027
    • Market trends
      • Application of machine learning to IoT data
      • Increasing technology investments in retail industry
      • Growing number of acquisitions and partnerships
  • Vendor Landscape
    • Overview
    • Vendor landscape
      • Table Overview on Criticality of inputs and Factors of differentiation
    • Landscape disruption
      • Table Overview on factors of disruption
    • Industry risks
      • Table Impact of key risks on business
  • Vendor Analysis
    • Vendors covered
      • Table Vendors covered
    • Market positioning of vendors
      • Table Matrix on vendor position and classification
    • Alibaba Group Holding Ltd.
      • Table Alibaba Group Holding Ltd. - Overview
      • Table Alibaba Group Holding Ltd. - Business segments
      • Table Alibaba Group Holding Ltd. - Key offerings
      • Table Alibaba Group Holding Ltd. - Segment focus
    • Alphabet Inc.
      • Table Alphabet Inc. - Overview
      • Table Alphabet Inc. - Business segments
      • Table Alphabet Inc. - Key news
      • Table Alphabet Inc. - Key offerings
      • Table Alphabet Inc. - Segment focus
    • Amazon.com Inc.
      • Table Amazon.com Inc. - Overview
      • Table Amazon.com Inc. - Business segments
      • Table Amazon.com Inc. - Key news
      • Table Amazon.com Inc. - Key offerings
      • Table Amazon.com Inc. - Segment focus
    • BigML Inc.
      • Table BigML Inc. - Overview
      • Table BigML Inc. - Product / Service
      • Table BigML Inc. - Key offerings
    • Cisco Systems Inc.
      • Table Cisco Systems Inc. - Overview
      • Table Cisco Systems Inc. - Business segments
      • Table Cisco Systems Inc. - Key news
      • Table Cisco Systems Inc. - Key offerings
      • Table Cisco Systems Inc. - Segment focus
    • Fair Isaac Corp.
      • Table Fair Isaac Corp. - Overview
      • Table Fair Isaac Corp. - Business segments
      • Table Fair Isaac Corp. - Key news
      • Table Fair Isaac Corp. - Key offerings
      • Table Fair Isaac Corp. - Segment focus
    • H2O.ai Inc.
      • Table H2O.ai Inc. - Overview
      • Table H2O.ai Inc. - Product / Service
      • Table H2O.ai Inc. - Key offerings
    • Hewlett Packard Enterprise Co.
      • Table Hewlett Packard Enterprise Co. - Overview
      • Table Hewlett Packard Enterprise Co. - Business segments
      • Table Hewlett Packard Enterprise Co. - Key news
      • Table Hewlett Packard Enterprise Co. - Key offerings
      • Table Hewlett Packard Enterprise Co. - Segment focus
    • Iflowsoft Solutions Inc.
      • Table Iflowsoft Solutions Inc. - Overview
      • Table Iflowsoft Solutions Inc. - Product / Service
      • Table Iflowsoft Solutions Inc. - Key offerings
    • Intel Corp.
      • Table Intel Corp. - Overview
      • Table Intel Corp. - Business segments
      • Table Intel Corp. - Key news
      • Table Intel Corp. - Key offerings
      • Table Intel Corp. - Segment focus
    • International Business Machines Corp.
      • Table International Business Machines Corp. - Overview
      • Table International Business Machines Corp. - Business segments
      • Table International Business Machines Corp. - Key news
      • Table International Business Machines Corp. - Key offerings
      • Table International Business Machines Corp. - Segment focus
    • Microsoft Corp.
      • Table Microsoft Corp. - Overview
      • Table Microsoft Corp. - Business segments
      • Table Microsoft Corp. - Key news
      • Table Microsoft Corp. - Key offerings
      • Table Microsoft Corp. - Segment focus
    • Salesforce.com Inc.
      • Table Salesforce.com Inc. - Overview
      • Table Salesforce.com Inc. - Product / Service
      • Table Salesforce.com Inc. - Key news
      • Table Salesforce.com Inc. - Key offerings
    • SAP SE
      • Table SAP SE - Overview
      • Table SAP SE - Business segments
      • Table SAP SE - Key news
      • Table SAP SE - Key offerings
      • Table SAP SE - Segment focus
    • SAS Institute Inc.
      • Table SAS Institute Inc. - Overview
      • Table SAS Institute Inc. - Product / Service
      • Table SAS Institute Inc. - Key news
      • Table SAS Institute Inc. - Key offerings
  • Appendix
    • Scope of the report
      • Market definition
      • Objectives
      • Notes and caveats
    • Inclusions and exclusions checklist
      • Table Inclusions checklist
      • Table Exclusions checklist
    • Currency conversion rates for US$
      • Table Currency conversion rates for US$
    • Research methodology
      • Table Research methodology
      • Table Validation techniques employed for market sizing
      • Table Information sources
    • List of abbreviations
      • Table List of abbreviations

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