Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Machine Learning Market, by Enterprise Size
1.4.2 Global Machine Learning Market, by Component
1.4.3 Global Machine Learning Market, by End-use
1.4.4 Global Machine Learning Market, by Geography
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2021
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2019, Feb – 2023, Jun) Leading Players
4.5 Porter’s Five Forces Analysis
Chapter 5. Global Machine Learning Market by Enterprise Size
5.1 Global Large Enterprises Market by Region
5.2 Global SMEs Market by Region
Chapter 6. Global Machine Learning Market by Component
6.1 Global Services Market by Region
6.2 Global Software Market by Region
6.3 Global Hardware Market by Region
Chapter 7. Global Machine Learning Market by End-use
7.1 Global Advertising & Media Market by Region
7.2 Global BFSI Market by Region
7.3 Global Automotive & Transportation Market by Region
7.4 Global Manufacturing Market by Region
7.5 Global Agriculture Market by Region
7.6 Global Retail Market by Region
7.7 Global Healthcare Market by Region
7.8 Global Others Market by Region
Chapter 8. Global Machine Learning Market by Region
8.1 North America Machine Learning Market
8.1.1 North America Machine Learning Market by Enterprise Size
8.1.1.1 North America Large Enterprises Market by Country
8.1.1.2 North America SMEs Market by Country
8.1.2 North America Machine Learning Market by Component
8.1.2.1 North America Services Market by Country
8.1.2.2 North America Software Market by Country
8.1.2.3 North America Hardware Market by Country
8.1.3 North America Machine Learning Market by End-use
8.1.3.1 North America Advertising & Media Market by Country
8.1.3.2 North America BFSI Market by Country
8.1.3.3 North America Automotive & Transportation Market by Country
8.1.3.4 North America Manufacturing Market by Country
8.1.3.5 North America Agriculture Market by Country
8.1.3.6 North America Retail Market by Country
8.1.3.7 North America Healthcare Market by Country
8.1.3.8 North America Others Market by Country
8.1.4 North America Machine Learning Market by Country
8.1.4.1 US Machine Learning Market
8.1.4.1.1 US Machine Learning Market by Enterprise Size
8.1.4.1.2 US Machine Learning Market by Component
8.1.4.1.3 US Machine Learning Market by End-use
8.1.4.2 Canada Machine Learning Market
8.1.4.2.1 Canada Machine Learning Market by Enterprise Size
8.1.4.2.2 Canada Machine Learning Market by Component
8.1.4.2.3 Canada Machine Learning Market by End-use
8.1.4.3 Mexico Machine Learning Market
8.1.4.3.1 Mexico Machine Learning Market by Enterprise Size
8.1.4.3.2 Mexico Machine Learning Market by Component
8.1.4.3.3 Mexico Machine Learning Market by End-use
8.1.4.4 Rest of North America Machine Learning Market
8.1.4.4.1 Rest of North America Machine Learning Market by Enterprise Size
8.1.4.4.2 Rest of North America Machine Learning Market by Component
8.1.4.4.3 Rest of North America Machine Learning Market by End-use
8.2 Europe Machine Learning Market
8.2.1 Europe Machine Learning Market by Enterprise Size
8.2.1.1 Europe Large Enterprises Market by Country
8.2.1.2 Europe SMEs Market by Country
8.2.2 Europe Machine Learning Market by Component
8.2.2.1 Europe Services Market by Country
8.2.2.2 Europe Software Market by Country
8.2.2.3 Europe Hardware Market by Country
8.2.3 Europe Machine Learning Market by End-use
8.2.3.1 Europe Advertising & Media Market by Country
8.2.3.2 Europe BFSI Market by Country
8.2.3.3 Europe Automotive & Transportation Market by Country
8.2.3.4 Europe Manufacturing Market by Country
8.2.3.5 Europe Agriculture Market by Country
8.2.3.6 Europe Retail Market by Country
8.2.3.7 Europe Healthcare Market by Country
8.2.3.8 Europe Others Market by Country
8.2.4 Europe Machine Learning Market by Country
8.2.4.1 Germany Machine Learning Market
8.2.4.1.1 Germany Machine Learning Market by Enterprise Size
8.2.4.1.2 Germany Machine Learning Market by Component
8.2.4.1.3 Germany Machine Learning Market by End-use
8.2.4.2 UK Machine Learning Market
8.2.4.2.1 UK Machine Learning Market by Enterprise Size
8.2.4.2.2 UK Machine Learning Market by Component
8.2.4.2.3 UK Machine Learning Market by End-use
8.2.4.3 France Machine Learning Market
8.2.4.3.1 France Machine Learning Market by Enterprise Size
8.2.4.3.2 France Machine Learning Market by Component
8.2.4.3.3 France Machine Learning Market by End-use
8.2.4.4 Russia Machine Learning Market
8.2.4.4.1 Russia Machine Learning Market by Enterprise Size
8.2.4.4.2 Russia Machine Learning Market by Component
8.2.4.4.3 Russia Machine Learning Market by End-use
8.2.4.5 Spain Machine Learning Market
8.2.4.5.1 Spain Machine Learning Market by Enterprise Size
8.2.4.5.2 Spain Machine Learning Market by Component
8.2.4.5.3 Spain Machine Learning Market by End-use
8.2.4.6 Italy Machine Learning Market
8.2.4.6.1 Italy Machine Learning Market by Enterprise Size
8.2.4.6.2 Italy Machine Learning Market by Component
8.2.4.6.3 Italy Machine Learning Market by End-use
8.2.4.7 Rest of Europe Machine Learning Market
8.2.4.7.1 Rest of Europe Machine Learning Market by Enterprise Size
8.2.4.7.2 Rest of Europe Machine Learning Market by Component
8.2.4.7.3 Rest of Europe Machine Learning Market by End-use
8.3 Asia Pacific Machine Learning Market
8.3.1 Asia Pacific Machine Learning Market by Enterprise Size
8.3.1.1 Asia Pacific Large Enterprises Market by Country
8.3.1.2 Asia Pacific SMEs Market by Country
8.3.2 Asia Pacific Machine Learning Market by Component
8.3.2.1 Asia Pacific Services Market by Country
8.3.2.2 Asia Pacific Software Market by Country
8.3.2.3 Asia Pacific Hardware Market by Country
8.3.3 Asia Pacific Machine Learning Market by End-use
8.3.3.1 Asia Pacific Advertising & Media Market by Country
8.3.3.2 Asia Pacific BFSI Market by Country
8.3.3.3 Asia Pacific Automotive & Transportation Market by Country
8.3.3.4 Asia Pacific Manufacturing Market by Country
8.3.3.5 Asia Pacific Agriculture Market by Country
8.3.3.6 Asia Pacific Retail Market by Country
8.3.3.7 Asia Pacific Healthcare Market by Country
8.3.3.8 Asia Pacific Others Market by Country
8.3.4 Asia Pacific Machine Learning Market by Country
8.3.4.1 China Machine Learning Market
8.3.4.1.1 China Machine Learning Market by Enterprise Size
8.3.4.1.2 China Machine Learning Market by Component
8.3.4.1.3 China Machine Learning Market by End-use
8.3.4.2 Japan Machine Learning Market
8.3.4.2.1 Japan Machine Learning Market by Enterprise Size
8.3.4.2.2 Japan Machine Learning Market by Component
8.3.4.2.3 Japan Machine Learning Market by End-use
8.3.4.3 India Machine Learning Market
8.3.4.3.1 India Machine Learning Market by Enterprise Size
8.3.4.3.2 India Machine Learning Market by Component
8.3.4.3.3 India Machine Learning Market by End-use
8.3.4.4 South Korea Machine Learning Market
8.3.4.4.1 South Korea Machine Learning Market by Enterprise Size
8.3.4.4.2 South Korea Machine Learning Market by Component
8.3.4.4.3 South Korea Machine Learning Market by End-use
8.3.4.5 Singapore Machine Learning Market
8.3.4.5.1 Singapore Machine Learning Market by Enterprise Size
8.3.4.5.2 Singapore Machine Learning Market by Component
8.3.4.5.3 Singapore Machine Learning Market by End-use
8.3.4.6 Malaysia Machine Learning Market
8.3.4.6.1 Malaysia Machine Learning Market by Enterprise Size
8.3.4.6.2 Malaysia Machine Learning Market by Component
8.3.4.6.3 Malaysia Machine Learning Market by End-use
8.3.4.7 Rest of Asia Pacific Machine Learning Market
8.3.4.7.1 Rest of Asia Pacific Machine Learning Market by Enterprise Size
8.3.4.7.2 Rest of Asia Pacific Machine Learning Market by Component
8.3.4.7.3 Rest of Asia Pacific Machine Learning Market by End-use
8.4 LAMEA Machine Learning Market
8.4.1 LAMEA Machine Learning Market by Enterprise Size
8.4.1.1 LAMEA Large Enterprises Market by Country
8.4.1.2 LAMEA SMEs Market by Country
8.4.2 LAMEA Machine Learning Market by Component
8.4.2.1 LAMEA Services Market by Country
8.4.2.2 LAMEA Software Market by Country
8.4.2.3 LAMEA Hardware Market by Country
8.4.3 LAMEA Machine Learning Market by End-use
8.4.3.1 LAMEA Advertising & Media Market by Country
8.4.3.2 LAMEA BFSI Market by Country
8.4.3.3 LAMEA Automotive & Transportation Market by Country
8.4.3.4 LAMEA Manufacturing Market by Country
8.4.3.5 LAMEA Agriculture Market by Country
8.4.3.6 LAMEA Retail Market by Country
8.4.3.7 LAMEA Healthcare Market by Country
8.4.3.8 LAMEA Others Market by Country
8.4.4 LAMEA Machine Learning Market by Country
8.4.4.1 Brazil Machine Learning Market
8.4.4.1.1 Brazil Machine Learning Market by Enterprise Size
8.4.4.1.2 Brazil Machine Learning Market by Component
8.4.4.1.3 Brazil Machine Learning Market by End-use
8.4.4.2 Argentina Machine Learning Market
8.4.4.2.1 Argentina Machine Learning Market by Enterprise Size
8.4.4.2.2 Argentina Machine Learning Market by Component
8.4.4.2.3 Argentina Machine Learning Market by End-use
8.4.4.3 UAE Machine Learning Market
8.4.4.3.1 UAE Machine Learning Market by Enterprise Size
8.4.4.3.2 UAE Machine Learning Market by Component
8.4.4.3.3 UAE Machine Learning Market by End-use
8.4.4.4 Saudi Arabia Machine Learning Market
8.4.4.4.1 Saudi Arabia Machine Learning Market by Enterprise Size
8.4.4.4.2 Saudi Arabia Machine Learning Market by Component
8.4.4.4.3 Saudi Arabia Machine Learning Market by End-use
8.4.4.5 South Africa Machine Learning Market
8.4.4.5.1 South Africa Machine Learning Market by Enterprise Size
8.4.4.5.2 South Africa Machine Learning Market by Component
8.4.4.5.3 South Africa Machine Learning Market by End-use
8.4.4.6 Nigeria Machine Learning Market
8.4.4.6.1 Nigeria Machine Learning Market by Enterprise Size
8.4.4.6.2 Nigeria Machine Learning Market by Component
8.4.4.6.3 Nigeria Machine Learning Market by End-use
8.4.4.7 Rest of LAMEA Machine Learning Market
8.4.4.7.1 Rest of LAMEA Machine Learning Market by Enterprise Size
8.4.4.7.2 Rest of LAMEA Machine Learning Market by Component
8.4.4.7.3 Rest of LAMEA Machine Learning Market by End-use
Chapter 9. Company Profiles
9.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental Analysis
9.1.4 Recent strategies and developments:
9.1.4.1 Partnerships, Collaborations, and Agreements:
9.1.5 SWOT Analysis
9.2 Baidu, Inc.
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Segmental Analysis
9.2.4 Research & Development Expenses
9.2.5 Recent Strategies and Developments:
9.2.5.1 Partnerships, Collaborations and Agreements:
9.2.6 SWOT Analysis
9.3 Google LLC (Alphabet Inc.)
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 Recent strategies and developments:
9.3.5.1 Partnerships, Collaborations, and Agreements:
9.3.5.2 Product Launches and Product Expansions:
9.3.6 SWOT Analysis
9.4 H2O.ai, Inc.
9.4.1 Company Overview
9.4.2 Recent strategies and developments:
9.4.2.1 Partnerships, Collaborations, and Agreements:
9.4.2.2 Product Launches and Product Expansions:
9.4.3 SWOT Analysis
9.5 Hewlett Packard Enterprise Company (HP Development Company L.P.)
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Segmental and Regional Analysis
9.5.4 Research & Development Expense
9.5.5 Recent strategies and developments:
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.5.5.2 Acquisition and Mergers:
9.5.6 SWOT Analysis
9.6 Intel Corporation
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Segmental and Regional Analysis
9.6.4 Research & Development Expenses
9.6.5 Recent strategies and developments:
9.6.5.1 Partnerships, Collaborations, and Agreements:
9.6.5.2 Product Launches and Product Expansions:
9.6.6 SWOT Analysis
9.7 IBM Corporation
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Regional & Segmental Analysis
9.7.4 Research & Development Expenses
9.7.5 Recent strategies and developments:
9.7.5.1 Partnerships, Collaborations, and Agreements:
9.7.5.2 Product Launches and Product Expansions:
9.7.6 SWOT Analysis
9.8 Microsoft Corporation
9.8.1 Company Overview
9.8.2 Financial Analysis
9.8.3 Segmental and Regional Analysis
9.8.4 Research & Development Expenses
9.8.5 Recent strategies and developments:
9.8.5.1 Partnerships, Collaborations, and Agreements:
9.8.5.2 Product Launches and Product Expansions:
9.8.6 SWOT Analysis
9.9 SAS Institute, Inc.
9.9.1 Company Overview
9.9.2 Recent strategies and developments:
9.9.2.1 Partnerships, Collaborations, and Agreements:
9.9.3 SWOT Analysis
9.10. SAP SE
9.10.1 Company Overview
9.10.2 Financial Analysis
9.10.3 Segmental and Regional Analysis
9.10.4 Research & Development Expense
9.10.5 Recent strategies and developments:
9.10.5.1 Partnerships, Collaborations, and Agreements:
9.10.6 SWOT Analysis
Chapter 10. Winning Imperative for Machine Learning Market
Unique Offerings 
