Machine Learning Market by Component and End User - Global Industry Analysis & Forecast to 2027
Published On : February 2020 Pages : 140 Category: Next Generation Technology Report Code : IC029106
Machine Learning Market by Component (Service, Hardware, Software) End User (Manufacturing, Healthcare, Automotive & Transportation, BFSI, Advertising & Media, Agriculture, Other End Users) - Global Industry Analysis & Forecast to 2027
Industry Outlook and Trend Analysis
Machine Learning Market has encountered significant development over the recent years and is anticipated to grow tremendously over the forecast period. Machine learning is a sub segment of artificial intelligence. The concept has evolved from computational learning and pattern recognition in AI. It explores the construction and study of algorithms and carries out forecasts on data.
Drivers and Restraints
Top-down and bottom-up approaches are used to validate the global market size market and estimate the market size for company, regions segments, type segments and applications (end users). In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
Regional Insights
The data for 2021 is an estimate, based on the history data and the integrated view of industry experts, manufacturers, distributors and end users etc.
By Region
- North America
- U.S.
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Russia
- Italy
- Rest of Europe
- Asia-Pacific
- China
- Japan
- South Korea
- India
- Southeast Asia
- Rest of Asia-Pacific
- South America
- Brazil
- Argentina
- Columbia
- Rest of South America
- Middle East and Africa
- Saudi Arabia
- UAE
- Egypt
- Nigeria
- South Africa
- Rest of MEA
Competitive Analysis
The major players in the market are profiled in detail in view of qualities, for example, company portfolio, business strategies, financial overview, recent developments, and share of the overall industry.
- SAP SE
- Amazon Web Services, Inc.
- SAS Institute Inc.
- Baidu Inc.
- Microsoft Corporation
- Google Inc.
- International Business Machines Corporation
- H2o.AI
- Intel Corporation
- Hewlett Packard Enterprise Development LP
Some of the key questions answered by the report are:
- What was the market size in 2017 and forecast from 2021 to 2027?
- What will be the industry market growth from 2017 to 2027?
- What are the major drivers, restraints, opportunities, challenges, and industry trends and their impact on the market forecast?
- What are the major segments leading the market growth and why?
- Which are the leading players in the market and what are the major strategies adopted by them to sustain the market competition?
Market Classification
o Machine Learning Market, By Component, Estimates and Forecast, 2017-2027 ($Million)
o Service
o Hardware
o Software
o Machine Learning Market, By End User, Estimates and Forecast, 2017-2027 ($Million)
o Manufacturing
o Healthcare
o Automotive & Transportation
o BFSI
o Advertising & Media
o Agriculture
o Other End Users
o Machine Learning Market, By Key Players, Estimates and Forecast, 2017-2027 ($Million)
o SAP SE
o Amazon Web Services, Inc.
o SAS Institute Inc.
o Baidu Inc.
o Microsoft Corporation
o Google Inc.
o International Business Machines Corporation
o H2o.AI
o Intel Corporation
o Hewlett Packard Enterprise Development LP
o Machine Learning Market, By Region, Estimates and Forecast, 2017-2027 ($Million)
o North America
§ North America Machine Learning Market , By Country
o U.S. Machine Learning Market
o Canada Machine Learning Market
o Mexico Machine Learning Market
o Europe
§ Europe Machine Learning Market , By Country
o Germany Machine Learning Market
o UK Machine Learning Market
o France Machine Learning Market
o Russia Machine Learning Market
o Italy Machine Learning Market
o Rest of Europe Machine Learning Market
o Asia-Pacific
§ Asia-Pacific Machine Learning Market , By Country
o China Machine Learning Market
o Japan Machine Learning Market
o South Korea Machine Learning Market
o India Machine Learning Market
o Southeast Asia Machine Learning Market
o Rest of Asia-Pacific Machine Learning Market
o South America
§ South America Machine Learning Market , By Country
o Brazil Machine Learning Market
o Argentina Machine Learning Market
o Columbia Machine Learning Market
o Rest of South America Machine Learning Market
o Middle East and Africa
§ Middle East and Africa Machine Learning Market , By Country
o Saudi Arabia Machine Learning Market
o UAE Machine Learning Market
o Egypt Machine Learning Market
o Nigeria Machine Learning Market
o South Africa Machine Learning Market
o Rest of MEA Machine Learning Market
Table of Contents:
1. Introduction
1.1. Report Description
2. Executive Summary
2.1. Key Highlights
3. Market Overview
3.1. Introduction
3.1.1. Market Definition
3.1.2. Market Segmentation
3.2. Market Dynamics
3.2.1. Drivers
3.2.2. Restraints
3.2.3. Opportunities
4. Market Analysis by Regions
4.1. North America (United States, Canada and Mexico)
4.1.1. United States Market Status and Outlook (2017-2027)
4.1.2. Canada Market Status and Outlook (2017-2027)
4.1.3. Mexico Market Status and Outlook (2017-2027)
4.2. Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
4.2.1. Germany Market Status and Outlook (2017-2027)
4.2.2. France Market Status and Outlook (2017-2027)
4.2.3. UK Market Status and Outlook (2017-2027)
4.2.4. Russia Market Status and Outlook (2017-2027)
4.2.5. Italy Market Status and Outlook (2017-2027)
4.2.6. Rest of Europe Market Status and Outlook (2017-2027)
4.3. Asia-Pacific (China, Japan, Korea, India, Southeast Asia and Rest of Asia-Pacific)
4.3.1. China Market Status and Outlook (2017-2027)
4.3.2. Japan Market Status and Outlook (2017-2027)
4.3.3. Korea Market Status and Outlook (2017-2027)
4.3.4. India Market Status and Outlook (2017-2027)
4.3.5. Southeast Asia Market Status and Outlook (2017-2027)
4.3.6. Rest of Asia-Pacific Market Status and Outlook (2017-2027)
4.4. South America (Brazil, Argentina, Columbia and Rest of South America)
4.4.1. Brazil Market Status and Outlook (2017-2027)
4.4.2. Argentina Market Status and Outlook (2017-2027)
4.4.3. Columbia Market Status and Outlook (2017-2027)
4.4.4. Rest of South America Market Status and Outlook (2017-2027)
4.5. Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, South Africa and Rest of MEA)
4.5.1. Saudi Arabia Market Status and Outlook (2017-2027)
4.5.2. United Arab Emirates Market Status and Outlook (2017-2027)
4.5.3. Egypt Market Status and Outlook (2017-2027)
4.5.4. Nigeria Market Status and Outlook (2017-2027)
4.5.5. South Africa Market Status and Outlook (2017-2027)
4.5.6. Turkey Market Status and Outlook (2017-2027)
4.5.7. Rest of Middle East and Africa Market Status and Outlook (2017-2027)
5. Machine Learning Market, By Component
5.1. Introduction
5.2. Global Machine Learning Revenue and Market Share by Component (2017-2021)
5.2.1. Global Machine Learning Revenue and Revenue Share by Component (2017-2021)
5.3. Service
5.3.1. Global Service Revenue and Growth Rate (2017-2021)
5.4. Hardware
5.4.1. Global Hardware Revenue and Growth Rate (2017-2021)
5.5. Software
5.5.1. Global Software Revenue and Growth Rate (2017-2021)
6. Machine Learning Market, By End User
6.1. Introduction
6.2. Global Machine Learning Revenue and Market Share by End User (2017-2021)
6.2.1. Global Machine Learning Revenue and Revenue Share by End User (2017-2021)
6.3. Manufacturing
6.3.1. Global Manufacturing Revenue and Growth Rate (2017-2021)
6.4. Healthcare
6.4.1. Global Healthcare Revenue and Growth Rate (2017-2021)
6.5. Automotive & Transportation
6.5.1. Global Automotive & Transportation Revenue and Growth Rate (2017-2021)
6.6. BFSI
6.6.1. Global BFSI Revenue and Growth Rate (2017-2021)
6.7. Advertising & Media
6.7.1. Global Advertising & Media Revenue and Growth Rate (2017-2021)
6.8. Agriculture
6.8.1. Global Agriculture Revenue and Growth Rate (2017-2021)
6.9. Other End Users
6.9.1. Global Other End Users Revenue and Growth Rate (2017-2021)
7. Machine Learning Market, By Region
7.1. Introduction
7.2. Global Machine Learning Revenue and Market Share by Regions
7.2.1. Global Machine Learning Revenue by Regions (2017-2021)
7.3. North America Machine Learning by Countries
7.3.1. North America Machine Learning Revenue and Growth Rate (2017-2021)
7.3.2. North America Machine Learning Revenue (Million USD) by Countries (2017-2021)
7.3.3. United States
7.3.3.1. United States Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.3.4. Canada
7.3.4.1. Canada Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.3.5. Mexico
7.3.5.1. Mexico Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.4. Europe Machine Learning by Countries
7.4.1. Europe Machine Learning Revenue and Growth Rate (2017-2021)
7.4.2. Europe Machine Learning Revenue (Million USD) by Countries (2017-2021)
7.4.3. Germany
7.4.3.1. Germany Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.4.4. France
7.4.4.1. France Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.4.5. UK
7.4.5.1. UK Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.4.6. Russia
7.4.6.1. Russia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.4.7. Italy
7.4.7.1. Italy Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.4.8. Rest of Europe
7.4.8.1. Rest of Europe Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.5. Asia-Pacific Machine Learning by Countries
7.5.1. Asia-Pacific Machine Learning Revenue and Growth Rate (2017-2021)
7.5.2. Asia-Pacific Machine Learning Revenue (Million USD) by Countries (2017-2021)
7.5.3. China
7.5.3.1. China Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.5.4. Japan
7.5.4.1. Japan Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.5.5. Korea
7.5.5.1. Korea Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.5.6. India
7.5.6.1. India Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.5.7. Southeast Asia
7.5.7.1. Southeast Asia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.5.8. Rest of Asia-Pacific
7.5.8.1. Rest of Asia-Pacific Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.6. South America Machine Learning by Countries
7.6.1. South America Machine Learning Revenue and Growth Rate (2017-2021)
7.6.2. South America Machine Learning Revenue (Million USD) by Countries (2017-2021)
7.6.3. Brazil
7.6.3.1. Brazil Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.6.4. Argentina
7.6.4.1. Argentina Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.6.5. Columbia
7.6.5.1. Columbia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.6.6. Rest of South America
7.6.6.1. Rest of South America Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7. Middle East and Africa Machine Learning by Countries
7.7.1. Middle East and Africa Machine Learning Revenue and Growth Rate (2017-2021)
7.7.2. Middle East and Africa Machine Learning Revenue (Million USD) by Countries (2017-2021)
7.7.3. Saudi Arabia
7.7.3.1. Saudi Arabia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7.4. United Arab Emirates
7.7.4.1. United Arab Emirates Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7.5. Egypt
7.7.5.1. Egypt Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7.6. Nigeria
7.7.6.1. Nigeria Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7.7. South Africa
7.7.7.1. South Africa Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7.8. Turkey
7.7.8.1. Turkey Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
7.7.9. Rest of Middle East and Africa
7.7.9.1. Rest of Middle East and Africa Machine Learning Revenue (Millions USD) and Growth Rate (2017-2021)
8. Company Profiles
8.1. SAP SE
8.1.1. Business Overview
8.1.2. Service Portfolio
8.1.3. Strategic Developments
8.1.4. Financial Overview
8.2. Amazon Web Services, Inc.
8.2.1. Business Overview
8.2.2. Service Portfolio
8.2.3. Strategic Developments
8.2.4. Financial Overview
8.3. SAS Institute Inc.
8.3.1. Business Overview
8.3.2. Service Portfolio
8.3.3. Strategic Developments
8.3.4. Financial Overview
8.4. Baidu Inc.
8.4.1. Business Overview
8.4.2. Service Portfolio
8.4.3. Strategic Developments
8.4.4. Financial Overview
8.5. Microsoft Corporation
8.5.1. Business Overview
8.5.2. Service Portfolio
8.5.3. Strategic Developments
8.5.4. Financial Overview
8.6. Google Inc.
8.6.1. Business Overview
8.6.2. Service Portfolio
8.6.3. Strategic Developments
8.6.4. Financial Overview
8.7. International Business Machines Corporation
8.7.1. Business Overview
8.7.2. Service Portfolio
8.7.3. Strategic Developments
8.7.4. Financial Overview
8.8. H2o.AI
8.8.1. Business Overview
8.8.2. Service Portfolio
8.8.3. Strategic Developments
8.8.4. Financial Overview
8.9. Intel Corporation
8.9.1. Business Overview
8.9.2. Service Portfolio
8.9.3. Strategic Developments
8.9.4. Financial Overview
8.10. Hewlett Packard Enterprise Development LP
8.10.1. Business Overview
8.10.2. Service Portfolio
8.10.3. Strategic Developments
8.10.4. Financial Overview
9. Machine Learning Market Forecast (2022-2027)
9.1. Global Machine Learning Revenue (Millions USD) and Growth Rate (2022-2027)
9.2. Machine Learning Market Forecast by Regions (2022-2027)
9.2.1. North America Machine Learning Market Forecast (2022-2027)
9.2.1.1. United States Machine Learning Market Forecast (2022-2027)
9.2.1.2. Canada Machine Learning Market Forecast (2022-2027)
9.2.1.3. Mexico Machine Learning Market Forecast (2022-2027)
9.2.2. Europe Machine Learning Market Forecast (2022-2027)
9.2.2.1. Germany Machine Learning Market Forecast (2022-2027)
9.2.2.2. France Machine Learning Market Forecast (2022-2027)
9.2.2.3. UK Machine Learning Market Forecast (2022-2027)
9.2.2.4. Russia Machine Learning Market Forecast (2022-2027)
9.2.2.5. Italy Machine Learning Market Forecast (2022-2027)
9.2.2.6. Rest of Europe Machine Learning Market Forecast (2022-2027)
9.2.3. Asia-Pacific Machine Learning Market Forecast (2022-2027)
9.2.3.1. China Machine Learning Market Forecast (2022-2027)
9.2.3.2. Japan Machine Learning Market Forecast (2022-2027)
9.2.3.3. Korea Machine Learning Market Forecast (2022-2027)
9.2.3.4. India Machine Learning Market Forecast (2022-2027)
9.2.3.5. Southeast Asia Machine Learning Market Forecast (2022-2027)
9.2.3.6. Rest of Asia-Pacific Machine Learning Market Forecast (2022-2027)
9.2.4. South America Machine Learning Market Forecast (2022-2027)
9.2.4.1. Brazil Machine Learning Market Forecast (2022-2027)
9.2.4.2. Argentina Machine Learning Market Forecast (2022-2027)
9.2.4.3. Columbia Machine Learning Market Forecast (2022-2027)
9.2.4.4. Rest of South America Machine Learning Market Forecast (2022-2027)
9.2.5. Middle East and Africa Machine Learning Market Forecast (2022-2027)
9.2.5.1. Saudi Arabia Machine Learning Market Forecast (2022-2027)
9.2.5.2. United Arab Emirates Machine Learning Market Forecast (2022-2027)
9.2.5.3. Egypt Machine Learning Market Forecast (2022-2027)
9.2.5.4. Nigeria Machine Learning Market Forecast (2022-2027)
9.2.5.5. South Africa Machine Learning Market Forecast (2022-2027)
9.2.5.6. Turkey Machine Learning Market Forecast (2022-2027)
9.2.5.7. Rest of Middle East and Africa Machine Learning Market Forecast (2022-2027)
9.3. Machine Learning Market Forecast by Component (2022-2027)
9.3.1. Machine Learning Forecast by Component (2022-2027)
9.3.2. Machine Learning Market Share Forecast by Component (2022-2027)
9.4. Machine Learning Market Forecast by End User (2022-2027)
9.4.1. Machine Learning Forecast by End User (2022-2027)
9.4.2. Machine Learning Market Share Forecast by End User (2022-2027)
List of Tables
List of Tables and Figures:
Figure United States Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Canada Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Mexico Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Germany Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure France Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure UK Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Russia Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Italy Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Europe Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure China Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Japan Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Korea Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure India Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Southeast Asia Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Asia-Pacific Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Brazil Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Argentina Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Columbia Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of South America Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Saudi Arabia Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure United Arab Emirates Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Egypt Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Nigeria Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure South Africa Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Turkey Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Middle East and Africa Machine Learning Revenue (Million USD) and Growth Rate (2017-2027)
Table Global Machine Learning Revenue and Revenue Share by Component (2017-2019)
Figure Global Service Revenue and Growth Rate (2017-2019)
Figure Global Hardware Revenue and Growth Rate (2017-2019)
Figure Global Software Revenue and Growth Rate (2017-2019)
Table Global Machine Learning Revenue and Revenue Share by End User (2017-2019)
Figure Global Manufacturing Revenue and Growth Rate (2017-2019)
Figure Global Healthcare Revenue and Growth Rate (2017-2019)
Figure Global Automotive & Transportation Revenue and Growth Rate (2017-2019)
Figure Global BFSI Revenue and Growth Rate (2017-2019)
Figure Global Advertising & Media Revenue and Growth Rate (2017-2019)
Figure Global Agriculture Revenue and Growth Rate (2017-2019)
Figure Global Other End Users Revenue and Growth Rate (2017-2019)
Table Global Machine Learning Revenue by Regions (2017-2019)
Figure North America Machine Learning Growth Rate (2017-2019)
Figure North America Machine Learning Revenue and Growth Rate (2017-2019)
Figure North America Machine Learning by Countries (2017-2019)
Figure North America Machine Learning Revenue (Million USD) by Countries (2017-2019)
Figure United States Machine Learning Growth Rate (2017-2019)
Figure United States Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Canada Machine Learning Growth Rate (2017-2019)
Figure Canada Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Mexico Machine Learning Growth Rate (2017-2019)
Figure Mexico Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Europe Machine Learning Growth Rate (2017-2019)
Figure Europe Machine Learning Revenue and Growth Rate (2017-2019)
Figure Europe Machine Learning by Countries (2017-2019)
Figure Europe Machine Learning Revenue (Million USD) by Countries (2017-2019)
Figure Germany Machine Learning Growth Rate (2017-2019)
Figure Germany Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure France Machine Learning Growth Rate (2017-2019)
Figure France Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure UK Machine Learning Growth Rate (2017-2019)
Figure UK Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Russia Machine Learning Growth Rate (2017-2019)
Figure Russia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Italy Machine Learning Growth Rate (2017-2019)
Figure Italy Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Rest of Europe Machine Learning Growth Rate (2017-2019)
Figure Rest of Europe Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Asia-Pacific Machine Learning Growth Rate (2017-2019)
Figure Asia-Pacific Machine Learning Revenue and Growth Rate (2017-2019)
Figure Asia-Pacific Machine Learning by Countries (2017-2019)
Figure Asia-Pacific Machine Learning Revenue (Million USD) by Countries (2017-2019)
Figure China Machine Learning Growth Rate (2017-2019)
Figure China Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Japan Machine Learning Growth Rate (2017-2019)
Figure Japan Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Korea Machine Learning Growth Rate (2017-2019)
Figure Korea Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure India Machine Learning Growth Rate (2017-2019)
Figure India Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Southeast Asia Machine Learning Growth Rate (2017-2019)
Figure Southeast Asia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Rest of Asia-Pacific Machine Learning Growth Rate (2017-2019)
Figure Rest of Asia-Pacific Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure South America Machine Learning Growth Rate (2017-2019)
Figure South America Machine Learning Revenue and Growth Rate (2017-2019)
Figure South America Machine Learning by Countries (2017-2019)
Figure South America Machine Learning Revenue (Million USD) by Countries (2017-2019)
Figure Brazil Machine Learning Growth Rate (2017-2019)
Figure Brazil Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Argentina Machine Learning Growth Rate (2017-2019)
Figure Argentina Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Columbia Machine Learning Growth Rate (2017-2019)
Figure Columbia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Rest of South America Machine Learning Growth Rate (2017-2019)
Figure Rest of South America Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Middle East and Africa Machine Learning Growth Rate (2017-2019)
Figure Middle East and Africa Machine Learning Revenue and Growth Rate (2017-2019)
Figure Middle East and Africa Machine Learning by Countries (2017-2019)
Figure Middle East and Africa Machine Learning Revenue (Million USD) by Countries (2017-2019)
Figure Saudi Arabia Machine Learning Growth Rate (2017-2019)
Figure Saudi Arabia Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure United Arab Emirates Machine Learning Growth Rate (2017-2019)
Figure United Arab Emirates Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Egypt Machine Learning Growth Rate (2017-2019)
Figure Egypt Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Nigeria Machine Learning Growth Rate (2017-2019)
Figure Nigeria Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure South Africa Machine Learning Growth Rate (2017-2019)
Figure South Africa Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Turkey Machine Learning Growth Rate (2017-2019)
Figure Turkey Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Figure Rest of Middle East and Africa Machine Learning Growth Rate (2017-2019)
Figure Rest of Middle East and Africa Machine Learning Revenue (Millions USD) and Growth Rate (2017-2019)
Table SAP SE Machine Learning Financial Overview
Table Amazon Web Services, Inc. Machine Learning Financial Overview
Table SAS Institute Inc. Machine Learning Financial Overview
Table Baidu Inc. Machine Learning Financial Overview
Table Microsoft Corporation Machine Learning Financial Overview
Table Google Inc. Machine Learning Financial Overview
Table International Business Machines Corporation Machine Learning Financial Overview
Table H2o.AI Machine Learning Financial Overview
Table Intel Corporation Machine Learning Financial Overview
Table Hewlett Packard Enterprise Development LP Machine Learning Financial Overview
Figure Global Machine Learning Revenue (Millions USD) and Growth Rate (2019-2027)
Table Machine Learning Market Forecast by Regions (2019-2027)
Figure North America Machine Learning Market Forecast (2019-2027)
Figure United States Machine Learning Market Forecast (2019-2027)
Figure Canada Machine Learning Market Forecast (2019-2027)
Figure Mexico Machine Learning Market Forecast (2019-2027)
Figure Europe Machine Learning Market Forecast (2019-2027)
Figure Germany Machine Learning Market Forecast (2019-2027)
Figure France Machine Learning Market Forecast (2019-2027)
Figure UK Machine Learning Market Forecast (2019-2027)
Figure Russia Machine Learning Market Forecast (2019-2027)
Figure Italy Machine Learning Market Forecast (2019-2027)
Figure Rest of Europe Machine Learning Market Forecast (2019-2027)
Figure Asia-Pacific Machine Learning Market Forecast (2019-2027)
Figure China Machine Learning Market Forecast (2019-2027)
Figure Japan Machine Learning Market Forecast (2019-2027)
Figure Korea Machine Learning Market Forecast (2019-2027)
Figure India Machine Learning Market Forecast (2019-2027)
Figure Southeast Asia Machine Learning Market Forecast (2019-2027)
Figure Rest of Asia-Pacific Machine Learning Market Forecast (2019-2027)
Figure South America Machine Learning Market Forecast (2019-2027)
Figure Brazil Machine Learning Market Forecast (2019-2027)
Figure Argentina Machine Learning Market Forecast (2019-2027)
Figure Columbia Machine Learning Market Forecast (2019-2027)
Figure Rest of South America Machine Learning Market Forecast (2019-2027)
Figure Middle East and Africa Machine Learning Market Forecast (2019-2027)
Figure Saudi Arabia Machine Learning Market Forecast (2019-2027)
Figure United Arab Emirates Machine Learning Market Forecast (2019-2027)
Figure Egypt Machine Learning Market Forecast (2019-2027)
Figure Nigeria Machine Learning Market Forecast (2019-2027)
Figure South Africa Machine Learning Market Forecast (2019-2027)
Figure Turkey Machine Learning Market Forecast (2019-2027)
Figure Rest of Middle East and Africa Machine Learning Market Forecast (2019-2027)
Figure Global Machine Learning Forecast by Component (2019-2027)
Figure Global Machine Learning Market Share Forecast by Component (2019-2027)
Figure Global Machine Learning Forecast by Component (2019-2027)
Figure Global Machine Learning Forecast by End User (2019-2027)
Figure Global Machine Learning Market Share Forecast by End User (2019-2027)
Figure Global Machine Learning Forecast by End User (2019-2027)
Please Note: Data related to the Companies are subject to Availability.
Research Methodology
We use both primary as well as secondary research for our market surveys, estimates and for developing forecast. Our research process commence by analyzing the problem which enable us to design the scope for our research study. Our research process is uniquely designed with enough flexibility to adjust according to changing nature of products and markets, while retaining core element to ensure reliability and accuracy in research findings. We understand both macro and micro-economic factors to evaluate and forecast different market segments.
Data Mining
Data is extensively collected through various secondary sources such as annual reports, investor presentations, SEC filings, and other corporate publications. We also refer trade magazines, technical journals, paid databases such as Factiva and Bloomberg, industry trade journals, scientific journals, and social media data to understand market dynamics and industry trends. Further, we also conduct primary research to understand market drivers, restraints, opportunities, challenges, and competitive scenario to build our analysis.
Data Collection Matrix
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Data Collection Matrix |
Supply Side |
Demand Side |
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Primary Data Sources |
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Secondary Data Sources |
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Market Modeling and Forecasting
We use epidemiology and capital equipment-based models to forecast market size of different segments at country and regional level.
- Epidemiology-based Forecasting Model: This method uses epidemiology data gathered through various publications and from physicians to estimate population of patients, flow of treatment of individual disease and therapies. The data collected through this method includes statics on incidence of disease, population suffering from disease, and treatment population. This method is used to understand:
- Number of patients for particular device or medical procedure and
- Repeated use of particular device depending on health and condition of patient
- Capital-based Forecasting Model: This method of forecasting is based on number of replacements, installed-based and new sales of capital equipment used in various healthcare and diagnostic centers. These three parameters are calculated and forecast is developed. Installation base is calculated as average number of units per facility; while sales for particular year is calculated from number of new and replace units. Secondary data is collected through various supply chain intermediaries and opinion leaders to arrive at installation and sales rate. These techniques help our analysts in validating market and developed market estimates and forecast.
We do forecast on basis of several parameters such as market drivers, market opportunities, industry trends government regulations, raw materials supply and trade dynamics to ensure relevance of forecast with market scenario. With increasing need to granulized information, we used bottom-up methodology for forecasting where we evaluate each regional segment differently and combined all forecast to develop final market forecast.
Data Validation
We believe primary research is a very important tool in analyzing and forecasting different markets. In order to make sure accuracy of our findings, our team conducts primary interviews at every stage of research to gain deep insights into current business environment and future trends and key developments in market. This includes use of various methods such as telephonic interviews, focus groups, face to face interviews and questionnaires to validate our research from all aspects. We validate our data through primary research from key industry leaders such as CEO, product managers, marketing managers, suppliers, distributors, and consumers are frequently interviewed. These interviews provide valuable insights which help us to have better market understanding besides validating our estimates and forecast.
Data Triangulation
Industry Analysis
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Qualitative Data |
Quantitative Data (2017-2025) |
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