Summary
The global Machine Learning Infrastructure As A Service Market is expected to witness a CAGR of xx% over the forecast period 2020-2026 and is expected to reach US$ xx million in 2026, from US$ xx million in 2019.
Machine learning as a service (MaaS) is basically an umbrella phrase for different cloud-based services covering all infrastructure issues including data pre-testing, trainer infrastructure, and even predictive models training and test automation. In recent years, this concept has grown to encompass not only e-learning but also other forms of virtualization and automation. Machine learning relies on highly organized and repeatable data formats so that analysts can churn through large amounts of information and make quick inferences and predictions.
Increasing spending in the IT industry with continuous advancement in analytical systems is propelling the growth of machine learning as a service market. According to CompTIA, Inc, the technology industry is on pace to reach $5 trillion in 2021 and estimating a 5% compound annual growth rate (CAGR) for the industry through 2024.increase in penetration of cloud-based solutions, related to artificial intelligence and cognitive computing market is also augmenting the growth of the market. The growing need for understanding customer behavior and increasing adoption of cloud-based solutions in the healthcare sector and the need to improve the connectivity is further projected to foster the growth of the market.
The Asia Pacific is projected to gain significant growth over the forecast period and this is attributed to the high adoption of automation across various manufacturing industries. Also developing countries such as India and China exhibit high potential for machine learning as a service market due to developing infrastructure.
Key Developments:
- In March 2020, Google’s launch of Cloud AI Platform Pipelines, in beta, aims to offer a way to deploy ‘robust, repeatable machine learning pipelines and delivers an enterprise-ready, easy to install, secure execution environment for ML workflows
- In December 2020, AWS Announces Five Industrial Machine Learning Services. Amazon Monitron, Amazon Lookout for Equipment, the AWS Panorama Appliance, the AWS Panorama SDK, and Amazon Lookout for Vision are five new newly launched products
- In December 2020, Cognizant announced it has acquired Inawisdom, a UK-based, privately-held consultancy specializing in artificial intelligence, machine learning, and data analytics to help businesses make better, faster decisions that improve business outcomes.
- In April 2018, APPLE AND IBM INTRODUCE MACHINE LEARNING PARTNERSHIP. The partnerships will allow iOS app developers to combine Apple’s Core ML framework with machine learning models on IBM’s Watson Services platform and cloud services for model training
The Machine Learning Infrastructure As A Service Market report highlights product development and growth strategies such as merger and acquisition adopted by market players along with SWOT Analysis, PEST and Porter’s Five Forces analyses of the Machine Learning Infrastructure As A Service Market, which highlight the strengths, weaknesses, opportunities, and commination of key companies. Moreover, the report offers two distinct market forecasts, one from the perspective of the producer and another from that of the consumer.
The various contributors involved in the value chain of the product include manufacturers, suppliers, distributors, intermediaries, and customers.
The Key Manufacturers covered in this Report:-
- Amazon Web Services (AWS)
- Google
- Valohai
- Microsoft
- VMware, Inc
- PyTorch
- ...
By the Product Type, the market is primarily segmented into:
- Disaster Recovery as a Service (DRaaS)
- Compute as a Service (CaaS)
- Data Center as a Service (DCaaS)
- Desktop as a Service (DaaS)
- Storage as a Service (STaaS)
By Applications, the market is segmented into:
- Retail
- Logistics
- Telecommunications
- Others
The Report covers the following Regions:
- North America
- United States
- Canada
- Mexico
- Asia Pacific
- China
- Japan
- South Korea
- India
- Australia
- Indonesia
- Thailand
- Malaysia
- Philippines
- Vietnam
- Europe
- Germany
- France
- UK
- Italy
- Russia
- Central & South America
- Middle East & Africa
- Turkey
- GCC Countries
- Egypt
- South Africa
Objective of the Machine Learning Infrastructure As A Service Market Report:
- To assess the size of the market by value and volume
- Analyze the Machine Learning Infrastructure As A Service Market in terms of regions and major countries
- Highlight recent developments and trends in the market
- Offer perceptive data regarding major market players in terms of key developments, strategies, and product portfolio
- Determine share of the Machine Learning Infrastructure As A Service Market in terms of various segments such as by product type, application, and end-user
- Offer accurate projection of the market for the forecast period using state-of –the-art tools and the current primary and secondary research approaches
- Discuss major factors that impact growth of the Machine Learning Infrastructure As A Service Market
The Machine Learning Infrastructure As A Service Market engages the readers with all pivotal approaches to understand their position in the industry based on revenue or sales growth. The report efficiently evaluates the Machine Learning Infrastructure As A Service Market from various dimensions to deliver an end-product that is informative, elaborate, and accurate and includes detailed market segmentation, regional analysis, and competition in the market. The information in the report is backed by annual company reports, financial reports, press releases, regulatory databases, government documents, and statistical databases.
For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
Key Stakeholders:
- Material suppliers/wholesalers
- Market Distributors/traders
- Regulatory bodies
- Research organizations, and consulting firms
- Commercial research & developments (R&D)
- Trade associations and industry bodies
- Importers and exporters
- End-use industries
Available Customizations:
Custom research is one of the most crucial components of the business strategy that helps an organization gain insight into specific business sector, aligned with its specific area of interest. Thus, SMI offers more accurate, pragmatic, and actionable information specifically tailored to suit your business needs.
Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered
1.4 Market Analysis by Type
1.4.1 Global Machine Learning Infrastructure as a Service Market Size Growth Rate by Type (2014-2025)
1.4.2 Disaster Recovery as a Service (DRaaS)
1.4.3 Compute as a Service (CaaS)
1.4.4 Data Center as a Service (DCaaS)
1.4.5 Desktop as a Service (DaaS)
1.4.6 Storage as a Service (STaaS)
1.5 Market by Application
1.5.1 Global Machine Learning Infrastructure as a Service Market Share by Application (2019-2025)
1.5.2 Retail
1.5.3 Logistics
1.5.4 Telecommunications
1.5.5 Others
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends
2.1 Machine Learning Infrastructure as a Service Market Size
2.2 Machine Learning Infrastructure as a Service Growth Trends by Regions
2.2.1 Machine Learning Infrastructure as a Service Market Size by Regions (2019-2025)
2.2.2 Machine Learning Infrastructure as a Service Market Share by Regions (2014-2019)
2.3 Industry Trends
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porters Five Forces Analysis
3 Market Share by Key Players
3.1 Machine Learning Infrastructure as a Service Market Size by by Players
3.1.1 Global Machine Learning Infrastructure as a Service Revenue by by Players (2014-2019)
3.1.2 Global Machine Learning Infrastructure as a Service Revenue Market Share by by Players (2014-2019)
3.1.3 Global Machine Learning Infrastructure as a Service Market Concentration Ratio (CR5 and HHI)
3.2 Machine Learning Infrastructure as a Service Key Players Head office and Area Served
3.3 Key Players Machine Learning Infrastructure as a Service Product/Solution/Service
3.4 Date of Enter into Machine Learning Infrastructure as a Service Market
3.5 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type and Application
4.1 Global Machine Learning Infrastructure as a Service Market Size by Type (2014-2019)
4.2 Global Machine Learning Infrastructure as a Service Market Size by Application (2014-2019)
5 North America
5.1 North America Machine Learning Infrastructure as a Service Market Size (2014-2019)
5.2 Machine Learning Infrastructure as a Service Key Players in North America
5.3 North America Machine Learning Infrastructure as a Service Market Size by Type
5.4 North America Machine Learning Infrastructure as a Service Market Size by Application
6 Europe
6.1 Europe Machine Learning Infrastructure as a Service Market Size (2014-2019)
6.2 Machine Learning Infrastructure as a Service Key Players in Europe
6.3 Europe Machine Learning Infrastructure as a Service Market Size by Type
6.4 Europe Machine Learning Infrastructure as a Service Market Size by Application
7 China
7.1 China Machine Learning Infrastructure as a Service Market Size (2014-2019)
7.2 Machine Learning Infrastructure as a Service Key Players in China
7.3 China Machine Learning Infrastructure as a Service Market Size by Type
7.4 China Machine Learning Infrastructure as a Service Market Size by Application
8 Japan
8.1 Japan Machine Learning Infrastructure as a Service Market Size (2014-2019)
8.2 Machine Learning Infrastructure as a Service Key Players in Japan
8.3 Japan Machine Learning Infrastructure as a Service Market Size by Type
8.4 Japan Machine Learning Infrastructure as a Service Market Size by Application
9 Southeast Asia
9.1 Southeast Asia Machine Learning Infrastructure as a Service Market Size (2014-2019)
9.2 Machine Learning Infrastructure as a Service Key Players in Southeast Asia
9.3 Southeast Asia Machine Learning Infrastructure as a Service Market Size by Type
9.4 Southeast Asia Machine Learning Infrastructure as a Service Market Size by Application
10 India
10.1 India Machine Learning Infrastructure as a Service Market Size (2014-2019)
10.2 Machine Learning Infrastructure as a Service Key Players in India
10.3 India Machine Learning Infrastructure as a Service Market Size by Type
10.4 India Machine Learning Infrastructure as a Service Market Size by Application
11 Central & South America
11.1 Central & South America Machine Learning Infrastructure as a Service Market Size (2014-2019)
11.2 Machine Learning Infrastructure as a Service Key Players in Central & South America
11.3 Central & South America Machine Learning Infrastructure as a Service Market Size by Type
11.4 Central & South America Machine Learning Infrastructure as a Service Market Size by Application
12 International Players Profiles
12.1 Amazon Web Services (AWS)
12.1.1 Amazon Web Services (AWS) Company Details
12.1.2 Company Description and Business Overview
12.1.3 Machine Learning Infrastructure as a Service Introduction
12.1.4 Amazon Web Services (AWS) Revenue in Machine Learning Infrastructure as a Service Business (2014-2019))
12.1.5 Amazon Web Services (AWS) Recent Development
12.2 Google
12.2.1 Google Company Details
12.2.2 Company Description and Business Overview
12.2.3 Machine Learning Infrastructure as a Service Introduction
12.2.4 Google Revenue in Machine Learning Infrastructure as a Service Business (2014-2019)
12.2.5 Google Recent Development
12.3 Valohai
12.3.1 Valohai Company Details
12.3.2 Company Description and Business Overview
12.3.3 Machine Learning Infrastructure as a Service Introduction
12.3.4 Valohai Revenue in Machine Learning Infrastructure as a Service Business (2014-2019)
12.3.5 Valohai Recent Development
12.4 Microsoft
12.4.1 Microsoft Company Details
12.4.2 Company Description and Business Overview
12.4.3 Machine Learning Infrastructure as a Service Introduction
12.4.4 Microsoft Revenue in Machine Learning Infrastructure as a Service Business (2014-2019)
12.4.5 Microsoft Recent Development
12.5 VMware, Inc
12.5.1 VMware, Inc Company Details
12.5.2 Company Description and Business Overview
12.5.3 Machine Learning Infrastructure as a Service Introduction
12.5.4 VMware, Inc Revenue in Machine Learning Infrastructure as a Service Business (2014-2019)
12.5.5 VMware, Inc Recent Development
12.6 PyTorch
12.6.1 PyTorch Company Details
12.6.2 Company Description and Business Overview
12.6.3 Machine Learning Infrastructure as a Service Introduction
12.6.4 PyTorch Revenue in Machine Learning Infrastructure as a Service Business (2014-2019)
12.6.5 PyTorch Recent Development
13 Market Forecast 2019-2025
13.1 Market Size Forecast by Product (2019-2025)
13.2 Market Size Forecast by Application (2019-2025)
13.3 Market Size Forecast by Regions
13.4 North America
13.5 Europe
13.6 China
13.7 Japan
13.8 Southeast Asia
13.9 India
13.10 Central & South America
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Disclaimer
15.3 Author Details
List of Table
List of Tables and Figures
Table Machine Learning Infrastructure as a Service Key Market Segments
Table Key Players Machine Learning Infrastructure as a Service Covered
Table Global Machine Learning Infrastructure as a Service Market Size Growth Rate by Type 2018-2025 (Million US$)
Figuer Disaster Recovery as a Service (DRaaS) Figures
Table Key Players of Disaster Recovery as a Service (DRaaS)
Figuer Compute as a Service (CaaS) Figures
Table Key Players of Compute as a Service (CaaS)
Figuer Data Center as a Service (DCaaS) Figures
Table Key Players of Data Center as a Service (DCaaS)
Figuer Desktop as a Service (DaaS) Figures
Table Key Players of Desktop as a Service (DaaS)
Figuer Storage as a Service (STaaS) Figures
Table Key Players of Storage as a Service (STaaS)
Table Global Machine Learning Infrastructure as a Service Market Size Growth by Application 2019-2025 (Million US$)
Figure Global Machine Learning Infrastructure as a Service Market Share by Application in 2018 & 2025
Figure Retail Case Studies
Figure Logistics Case Studies
Figure Telecommunications Case Studies
Figure Others Case Studies
Figure Machine Learning Infrastructure as a Service Report Years Considered
Figure Global Machine Learning Infrastructure as a Service Market Size and Growth Rate 2014-2025 (Million US$)
Table Global Machine Learning Infrastructure as a Service Market Size by Regions 2019-2025 (Million US$)
Table Global Machine Learning Infrastructure as a Service Market Size by Regions 2019-2025 (Million US$)
Table Global Machine Learning Infrastructure as a Service Market Share by Regions 2014-2019
Figure Global Machine Learning Infrastructure as a Service Market Share by Regions 2014-2019
Figure Global Machine Learning Infrastructure as a Service Market Share by Regions in 2018
Table Market Top Trends
Table Key Drivers: Impact Analysis (2019-2025)
Table Key Challenges
Figure PORTER'S FIVE FORCES ANALYSIS
Table Global Machine Learning Infrastructure as a Service Revenue by by Players (2014-2019) (Million US$)
Table Global Machine Learning Infrastructure as a Service Market Share by by Players (2014-2019)
Figure Global Machine Learning Infrastructure as a Service Market Share by by Players in 2018
Table Global Machine Learning Infrastructure as a Service by Players Market Concentration Ratio (CR5 and HHI)
Table Key Players Head office and Area Served
Table Key Players Machine Learning Infrastructure as a Service Product/Solution/Service
Table Date of Enter into Machine Learning Infrastructure as a Service Market
Table Mergers & Acquisitions, Expansion Plans
Table Global Machine Learning Infrastructure as a Service Market Size by Type (2014-2019) (Million US$)
Table Global Machine Learning Infrastructure as a Service Market Size Share by Type (2014-2019)
Figure Global Machine Learning Infrastructure as a Service Market Size Market Share by Type (2014-2019)
Table Global Machine Learning Infrastructure as a Service Market Size by Application (2014-2019) (Million US$)
Table Global Machine Learning Infrastructure as a Service Market Size Share by Application (2014-2019)
Figure Global Machine Learning Infrastructure as a Service Market Size Market Share by Application (2014-2019)
Figure Global Machine Learning Infrastructure as a Service Revenue Market Share by Application in 2018
Figure North America Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table North America Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table North America Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table North America Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table North America Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table North America Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table North America Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Figure Europe Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table Europe Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table Europe Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table Europe Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table Europe Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table Europe Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table Europe Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Figure China Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table China Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table China Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table China Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table China Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table China Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table China Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Figure Japan Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table Japan Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table Japan Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table Japan Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table Japan Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table Japan Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table Japan Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Figure Southeast Asia Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table Southeast Asia Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table Southeast Asia Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table Southeast Asia Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table Southeast Asia Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table Southeast Asia Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table Southeast Asia Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Figure India Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table India Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table India Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table India Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table India Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table India Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table India Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Figure Central & South America Machine Learning Infrastructure as a Service Market Size 2014-2019 (Million US$)
Table Central & South America Key Players Machine Learning Infrastructure as a Service Revenue (2018-2019) (Million US$)
Table Central & South America Key Players Machine Learning Infrastructure as a Service Market Share (2018-2019)
Table Central & South America Machine Learning Infrastructure as a Service Market Size by Type 2014-2019 (Million US$)
Table Central & South America Machine Learning Infrastructure as a Service Market Share by Type 2014-2019
Table Central & South America Machine Learning Infrastructure as a Service Market Size by Application 2014-2019 (Million US$)
Table Central & South America Machine Learning Infrastructure as a Service Market Share by Application 2014-2019
Table Amazon Web Services (AWS) Company Details
Table Amazon Web Services (AWS) Revenue in Machine Learning Infrastructure as a Service Business 2014-2019 (Million US$)
Figure Amazon Web Services (AWS) Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2014-2019)
Table Amazon Web Services (AWS) Recent Development
Table Google Company Details
Table Google Revenue in Machine Learning Infrastructure as a Service Business 2014-2019 (Million US$)
Figure Google Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2014-2019)
Table Google Recent Development
Table Valohai Company Details
Table Valohai Revenue in Machine Learning Infrastructure as a Service Business 2014-2019 (Million US$)
Figure Valohai Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2014-2019)
Table Valohai Recent Development
Table Microsoft Company Details
Table Microsoft Revenue in Machine Learning Infrastructure as a Service Business 2014-2019 (Million US$)
Figure Microsoft Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2014-2019)
Table Microsoft Recent Development
Table VMware, Inc Company Details
Table VMware, Inc Revenue in Machine Learning Infrastructure as a Service Business 2014-2019 (Million US$)
Figure VMware, Inc Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2014-2019)
Table VMware, Inc Recent Development
Table PyTorch Company Details
Table PyTorch Revenue in Machine Learning Infrastructure as a Service Business 2014-2019 (Million US$)
Figure PyTorch Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2014-2019)
Table PyTorch Recent Development
Table Global Machine Learning Infrastructure as a Service Market Size by Regions (Million US$) 2019-2025
Figure Global Machine Learning Infrastructure as a Service Market Size Share by Regions (2019-2025)
Figure Global Machine Learning Infrastructure as a Service Market Size Share by Regions in 2025
Figure North America Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Figure Europe Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Figure China Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Figure Japan Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Figure Southeast Asia Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Figure India Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Figure Central & South America Machine Learning Infrastructure as a Service Market Size Forecast (2019-2025)(Million USD)
Table Global Machine Learning Infrastructure as a Service Market Size by Product (2019-2025) (Million US$)
Figure Global Machine Learning Infrastructure as a Service Market Size by Product (2019-2025)
Figure Global Machine Learning Infrastructure as a Service Market Size by Product in 2025
Table Global Machine Learning Infrastructure as a Service Market Size by Application (2019-2025) (Million US$)
Figure Global Machine Learning Infrastructure as a Service Market Size by Application (2019-2025)
Figure Global Machine Learning Infrastructure as a Service Market Size by Application in 2025
Table Research Programs/Design for This Report
Figure Bottom-up and Top-down Approaches for This Report
Figure Data Triangulation
Table Key Data Information from Secondary Sources
Table Key Data Information from Primary Sources
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