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This report studies the MLOps market, covering market size for segment by type (On-premises, Cloud-based, etc.), by application (BFSI, Healthcare, etc.), by sales channel (Direct Channel, Distribution Channel), by player (Microsoft, Amazon, Google, IBM, Dataiku, etc.) and by region (North America, Europe, Asia-Pacific, South America and Middle East & Africa).
This report provides detailed historical analysis of global market for MLOps from 2016-2021, and provides extensive market forecasts from 2022-2030 by region/country and subsectors. It covers the sales/revenue/value, gross margin, historical growth and future perspectives in the MLOps market.
Moreover, the impact of COVID-19 is also concerned. Since outbreak in December 2019, the COVID-19 virus has spread to all around the world and caused huge losses of lives and economy, and the global manufacturing, tourism and financial markets have been hit hard, while the online market/industry increase. Fortunately, with the development of vaccine and other effort by global governments and organizations, the negative impact of COVID-19 is expected to subside and the global economy is expected to recover.
This research covers COVID-19 impacts on the upstream, midstream and downstream industries. Moreover, this research provides an in-depth market evaluation by highlighting information on various aspects covering market dynamics like drivers, barriers, opportunities, threats, and industry news & trends. In the end, this report also provides in-depth analysis and professional advices on how to face the post COIVD-19 period.
The research methodology used to estimate and forecast this market begins by capturing the revenues of the key players and their shares in the market. Various secondary sources such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, have been used to identify and collect information useful for this extensive commercial study of the market. Calculations based on this led to the overall market size. After arriving at the overall market size, the total market has been split into several segments and subsegments, which have then been verified through primary research by conducting extensive interviews with industry experts such as CEOs, VPs, directors, and executives. The data triangulation and market breakdown procedures have been employed to complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments.
Leading players of MLOps including:
Microsoft
Amazon
Google
IBM
Dataiku
Lguazio
Databricks
DataRobot, Inc.
Cloudera
Modzy
Algorithmia
HPE
Valohai
Allegro AI
Comet
FloydHub
Paperpace
Cnvrg.io
Market split by Type, can be divided into:
On-premises
Cloud-based
Market split by Application, can be divided into:
BFSI
Healthcare
Retail
Manufacturing
Public Sector
Market split by Sales Channel, can be divided into:
Direct Channel
Distribution Channel
Market segment by Region/Country including:
North America (United States, Canada and Mexico)
Europe (Germany, UK, France, Italy, Russia and Spain etc.)
Asia-Pacific (China, Japan, Korea, India, Australia and Southeast Asia etc.)
South America (Brazil, Argentina and Colombia etc.)
Middle East & Africa (South Africa, UAE and Saudi Arabia etc.)
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Table of Contents
Chapter 1 MLOps Market Overview
1.1 MLOps Definition
1.2 Global MLOps Market Size Status and Outlook (2016-2030)
1.3 Global MLOps Market Size Comparison by Region (2016-2030)
1.4 Global MLOps Market Size Comparison by Type (2016-2030)
1.5 Global MLOps Market Size Comparison by Application (2016-2030)
1.6 Global MLOps Market Size Comparison by Sales Channel (2016-2030)
1.7 MLOps Market Dynamics (COVID-19 Impacts)
1.7.1 Market Drivers/Opportunities
1.7.2 Market Challenges/Risks
1.7.3 Market News (Mergers/Acquisitions/Expansion)
1.7.4 COVID-19 Impacts
1.7.5 Post-Strategies of COVID-19
Chapter 2 MLOps Market Segment Analysis by Player
2.1 Global MLOps Sales and Market Share by Player (2019-2021)
2.2 Global MLOps Revenue and Market Share by Player (2019-2021)
2.3 Global MLOps Average Price by Player (2019-2021)
2.4 Players Competition Situation & Trends
2.5 Conclusion of Segment by Player
Chapter 3 MLOps Market Segment Analysis by Type
3.1 Global MLOps Market by Type
3.1.1 On-premises
3.1.2 Cloud-based
3.2 Global MLOps Sales and Market Share by Type (2016-2021)
3.3 Global MLOps Revenue and Market Share by Type (2016-2021)
3.4 Global MLOps Average Price by Type (2016-2021)
3.5 Leading Players of MLOps by Type in 2021
3.6 Conclusion of Segment by Type
Chapter 4 MLOps Market Segment Analysis by Application
4.1 Global MLOps Market by Application
4.1.1 BFSI
4.1.2 Healthcare
4.1.3 Retail
4.1.4 Manufacturing
4.1.5 Public Sector
4.2 Global MLOps Revenue and Market Share by Application (2016-2021)
4.3 Leading Consumers of MLOps by Application in 2021
4.4 Conclusion of Segment by Application
Chapter 5 MLOps Market Segment Analysis by Sales Channel
5.1 Global MLOps Market by Sales Channel
5.1.1 Direct Channel
5.1.2 Distribution Channel
5.2 Global MLOps Revenue and Market Share by Sales Channel (2016-2021)
5.3 Leading Distributors/Dealers of MLOps by Sales Channel in 2021
5.4 Conclusion of Segment by Sales Channel
Chapter 6 MLOps Market Segment Analysis by Region
6.1 Global MLOps Market Size and CAGR by Region (2016-2030)
6.2 Global MLOps Sales and Market Share by Region (2016-2021)
6.3 Global MLOps Revenue and Market Share by Region (2016-2021)
6.4 North America
6.4.1 North America Market by Country
6.4.2 North America MLOps Market Share by Type
6.4.3 North America MLOps Market Share by Application
6.4.4 United States
6.4.5 Canada
6.4.6 Mexico
6.5 Europe
6.5.1 Europe Market by Country
6.5.2 Europe MLOps Market Share by Type
6.5.3 Europe MLOps Market Share by Application
6.5.4 Germany
6.5.5 UK
6.5.6 France
6.5.7 Italy
6.5.8 Russia
6.5.9 Spain
6.6 Asia-Pacific
6.6.1 Asia-Pacific Market by Country
6.6.2 Asia-Pacific MLOps Market Share by Type
6.6.3 Asia-Pacific MLOps Market Share by Application
6.6.4 China
6.6.5 Japan
6.6.6 Korea
6.6.7 India
6.6.8 Southeast Asia
6.6.9 Australia
6.7 South America
6.7.1 South America Market by Country
6.7.2 South America MLOps Market Share by Type
6.7.3 South America MLOps Market Share by Application
6.7.4 Brazil
6.7.5 Argentina
6.7.6 Colombia
6.8 Middle East & Africa
6.8.1 Middle East & Africa Market by Country
6.8.2 Middle East & Africa MLOps Market Share by Type
6.8.3 Middle East & Africa MLOps Market Share by Application
6.8.4 UAE
6.8.5 Saudi Arabia
6.8.6 South Africa
6.9 Conclusion of Segment by Region
Chapter 7 Profile of Leading MLOps Players
7.1 Microsoft
7.1.1 Company Snapshot
7.1.2 Product/Service Offered
7.1.3 Business Performance (Sales, Price, Revenue, Gross Margin and Market Share)
7.2 Amazon
7.3 Google
7.4 IBM
7.5 Dataiku
7.6 Lguazio
7.7 Databricks
7.8 DataRobot, Inc.
7.9 Cloudera
7.10 Modzy
7.11 Algorithmia
7.12 HPE
7.13 Valohai
7.14 Allegro AI
7.15 Comet
7.16 FloydHub
7.17 Paperpace
7.18 Cnvrg.io
Chapter 8 Upstream and Downstream Analysis of MLOps
8.1 Industrial Chain of MLOps
8.2 Upstream of MLOps
8.3 Downstream of MLOps
Chapter 9 Development Trend of MLOps (2022-2030)
9.1 Global MLOps Market Size (Sales and Revenue) Forecast (2022-2030)
9.2 Global MLOps Market Size and CAGR Forecast by Region (2022-2030)
9.3 Global MLOps Market Size and CAGR Forecast by Type (2022-2030)
9.4 Global MLOps Market Size and CAGR Forecast by Application (2022-2030)
9.5 Global MLOps Market Size and CAGR Forecast by Sales Channel (2022-2030)
Chapter 10 Appendix
10.1 Research Methodology
10.2 Data Sources
10.3 Disclaimer
10.4 Analysts Certification
List of Tables and Figures
Figure MLOps Example
Figure Global MLOps Revenue (Million $) Status and Outlook (2016-2030)
Figure Global MLOps Revenue (Million $) Comparison by Region (2016-2030)
Figure Global MLOps Revenue (Million $) Comparison by Type (2016-2030)
Figure Global MLOps Revenue (Million $) Comparison by Application (2016-2030)
Figure Global MLOps Revenue (Million $) Comparison by Sales Channel (2016-2030)
Table Global MLOps Sales by Player (2019-2021)
Table Global MLOps Sales Market Share by Player (2019-2021)
Figure Global MLOps Sales Market Share by Player in 2021
Table Global MLOps Revenue (Million $) by Player (2019-2021)
Table Global MLOps Revenue Market Share by Player (2019-2021)
Figure Global MLOps Revenue Market Share by Player in 2021
Table Global MLOps Average Price by Player (2019-2021)
Figure Global MLOps Average Price by Player in 2021
Figure Global MLOps Players Competition Situation Top 5 Players Revenue Market Share in 2019
Figure Global MLOps Players Competition Trends Top 5 Players Revenue Market Share in 2021
Figure Example of On-premises
Figure Global On-premises Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Cloud-based
Figure Global Cloud-based Revenue (Million $) and Growth Rate (2016-2021)
Table Global MLOps Sales by Type (2016-2021)
Table Global MLOps Sales Market Share by Type (2016-2021)
Figure Global MLOps Sales Market Share by Type in 2021
Table Global MLOps Revenue (Million $) by Type (2016-2021)
Table Global MLOps Revenue Market Share by Type (2016-2021)
Figure Global MLOps Revenue Market Share by Type in 2021
Table Global MLOps Average Price by Type (2016-2021)
Figure Global MLOps Average Price by Type in 2021
Table Leading Players of MLOps by Type in 2021
Figure Example of BFSI
Figure Global MLOps for BFSI Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Healthcare
Figure Global MLOps for Healthcare Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Retail
Figure Global MLOps for Retail Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Manufacturing
Figure Global MLOps for Manufacturing Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Public Sector
Figure Global MLOps for Public Sector Revenue (Million $) and Growth Rate (2016-2021)
Table Global MLOps Sales by Application (2016-2021)
Table Global MLOps Sales Market Share by Application (2016-2021)
Figure Global MLOps Sales Market Share by Application in 2021
Table Leading Consumers of MLOps by Application in 2021
Figure Example of Direct Channel
Figure Global MLOps for Direct Channel Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Distribution Channel
Figure Global MLOps for Distribution Channel Revenue (Million $) and Growth Rate (2016-2021)
Table Global MLOps Revenue by Sales Channel (2016-2021)
Table Global MLOps Revenue Market Share by Sales Channel (2016-2021)
Figure Global MLOps Revenue Market Share by Sales Channel in 2021
Table Leading Distributors/Dealers of MLOps by Sales Channel in 2021
Table Global MLOps Market Size and CAGR by Region (2016-2030)
Table Global MLOps Sales by Region (2016-2021)
Table Global MLOps Sales Market Share by Region (2016-2021)
Figure Global MLOps Sales Market Share by Region in 2021
Table Global MLOps Revenue (Million $) by Region (2016-2021)
Table Global MLOps Revenue Market Share by Region (2016-2021)
Figure Global MLOps Revenue Market Share by Region in 2021
Table North America MLOps Sales by Country (2016-2021)
Figure North America MLOps Sales Market Share by Country (2016-2021)
Table North America MLOps Revenue by Country (2016-2021)
Figure North America MLOps Revenue Market Share by Country (2016-2021)
Figure North America MLOps Market Share by Type in 2021
Figure North America MLOps Market Share by Application in 2021
Figure United States MLOps Sales and Growth Rate (2016-2021)
Figure United States MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Canada MLOps Sales and Growth Rate (2016-2021)
Figure Canada MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Mexico MLOps Sales and Growth Rate (2016-2021)
Figure Mexico MLOps Revenue (Million $) and Growth Rate (2016-2021)
Table Europe MLOps Sales by Country (2016-2021)
Figure Europe MLOps Sales Market Share by Country (2016-2021)
Table Europe MLOps Revenue by Country (2016-2021)
Figure Europe MLOps Revenue Market Share by Country (2016-2021)
Figure Europe MLOps Market Share by Type in 2021
Figure Europe MLOps Market Share by Application in 2021
Figure Germany MLOps Sales and Growth Rate (2016-2021)
Figure Germany MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure UK MLOps Sales and Growth Rate (2016-2021)
Figure UK MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure France MLOps Sales and Growth Rate (2016-2021)
Figure France MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Italy MLOps Sales and Growth Rate (2016-2021)
Figure Italy MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Russia MLOps Sales and Growth Rate (2016-2021)
Figure Russia MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Spain MLOps Sales and Growth Rate (2016-2021)
Figure Spain MLOps Revenue (Million $) and Growth Rate (2016-2021)
Table Asia-Pacific MLOps Sales by Country (2016-2021)
Figure Asia-Pacific MLOps Sales Market Share by Country (2016-2021)
Table Asia-Pacific MLOps Revenue by Country (2016-2021)
Figure Asia-Pacific MLOps Revenue Market Share by Country (2016-2021)
Figure Asia-Pacific MLOps Market Share by Type in 2021
Figure Asia-Pacific MLOps Market Share by Application in 2021
Figure China MLOps Sales and Growth Rate (2016-2021)
Figure China MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Japan MLOps Sales and Growth Rate (2016-2021)
Figure Japan MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Korea MLOps Sales and Growth Rate (2016-2021)
Figure Korea MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure India MLOps Sales and Growth Rate (2016-2021)
Figure India MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Southeast Asia MLOps Sales and Growth Rate (2016-2021)
Figure Southeast Asia MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Australia MLOps Sales and Growth Rate (2016-2021)
Figure Australia MLOps Revenue (Million $) and Growth Rate (2016-2021)
Table South America MLOps Sales by Country (2016-2021)
Figure South America MLOps Sales Market Share by Country (2016-2021)
Table South America MLOps Revenue by Country (2016-2021)
Figure South America MLOps Revenue Market Share by Country (2016-2021)
Figure South America MLOps Market Share by Type in 2021
Figure South America MLOps Market Share by Application in 2021
Figure Brazil MLOps Sales and Growth Rate (2016-2021)
Figure Brazil MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Argentina MLOps Sales and Growth Rate (2016-2021)
Figure Argentina MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Colombia MLOps Sales and Growth Rate (2016-2021)
Figure Colombia MLOps Revenue (Million $) and Growth Rate (2016-2021)
Table Middle East & Africa MLOps Sales by Country (2016-2021)
Figure Middle East & Africa MLOps Sales Market Share by Country (2016-2021)
Table Middle East & Africa MLOps Revenue by Country (2016-2021)
Figure Middle East & Africa MLOps Revenue Market Share by Country (2016-2021)
Figure Middle East & Africa MLOps Market Share by Type in 2021
Figure Middle East & Africa MLOps Market Share by Application in 2021
Figure UAE MLOps Sales and Growth Rate (2016-2021)
Figure UAE MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure Saudi Arabia MLOps Sales and Growth Rate (2016-2021)
Figure Saudi Arabia MLOps Revenue (Million $) and Growth Rate (2016-2021)
Figure South Africa MLOps Sales and Growth Rate (2016-2021)
Figure South Africa MLOps Revenue (Million $) and Growth Rate (2016-2021)
Table Company Snapshot of Microsoft
Table MLOps Introduction of Microsoft
Table MLOps Sales, Price, Revenue, Gross Margin and Market Share of Microsoft (2019-2021)
Table Industrial Chain of MLOps
Table Manufacturing Cost Structure of MLOps
Table General Manufacturing Process of MLOps
Table Leading Distributors/Dealers of MLOps
Table Leading Consumers of MLOps
Figure Global MLOps Sales and Growth Rate Forecast (2022-2030)
Figure Global MLOps Revenue and Growth Rate Forecast (2022-2030)
Table Global MLOps Market Size and CAGR Forecast by Region (2022-2030)
Table Global MLOps Market Size and CAGR Forecast by Type (2022-2030)
Table Global MLOps Market Size and CAGR Forecast by Application (2022-2030)
Table Global MLOps Market Size and CAGR Forecast by Sales Channel (2022-2030)
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