Pune, Feb. 09, 2022 (GLOBE NEWSWIRE) -- Researcher’s, “Machine Learning Operations (MLOps) Market 2022” report provides comprehensive insights about top companies and main competitors in MLOps. Report covers the segmentation, including applications and product type, regions. This report provides a detailed analysis of the market, including its dynamics, characteristics, main players, structure, growth and demand drivers, etc. as a complete study report, it covers all details inside analysis and opinion in MLOps industry.
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MLOps is the process of taking an experimental Machine Learning model into a production system. The word is a compound of “Machine Learning” and the continuous development practice of DevOps in the software field. Machine Learning models are tested and developed in isolated experimental systems. When an algorithm is ready to be launched, MLOps is practiced between Data Scientists, DevOps, and Machine Learning engineers to transition the algorithm to production systems. Similar to DevOps or DataOps approaches, MLOps seeks to increase automation and improve the quality of production models, while also focusing on business and regulatory requirements. While MLOps started as a set of best practices, it is slowly evolving into an independent approach to ML lifecycle management. MLOps applies to the entire lifecycle - from integrating with model generation (software development lifecycle, continuous integration/continuous delivery), orchestration, and deployment, to health, diagnostics, governance, and business metrics.
The Major Players in the Machine Learning Operations (MLOps) Market Are:
- Microsoft
- Amazon
- IBM
- Dataiku
- Lguazio
- Databricks
- DataRobot, Inc.
- Cloudera
- Modzy
- Algorithmia
- HPE
- Valohai
- Allegro AI
- Comet
- FloydHub
- Paperpace
- Cnvrg.io
The report examines the MLOps market drivers and restraints, along with the impact of Covid-19 are influencing the market growth in detail. The study covers & includes emerging market trend, market developments, market opportunities, market size, sales, market analysis, market revenue, market dynamics, and challenges in the industry. This report also covers extensively researched competitive landscape sections with profiles of major companies, including their market share and projects.
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Segment by Type
- On-premise
- Cloud
- Hybrid
Segment by Application
- BFSI
- Healthcare
- Retail
- Manufacturing
- Public Sector
- Others
Regional Analysis:
- North America (United States, Canada and Mexico)
- Europe (Germany, UK, France, Italy, Russia and Turkey etc.)
- Asia-Pacific (China, Japan, Korea, India, Australia, Indonesia, Thailand, Philippines, Malaysia and Vietnam)
- South America (Brazil etc.)
- Middle East and Africa (Egypt and GCC Countries)
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Detailed TOC of Global MLOps Market Size, Status and Forecast 2022
1 Report Overview
2 Executive Summary
3 Key Players
4 Breakdown by Type and by Application
5 North America
6 Europe
7 Japan
8 Rest of World
9 International Player Profiles
10 Market Dynamics
11 Key Findings in This Report
12 Appendix
Reasons to Buy MLOps Market Report:
- The new players in the MLOps Market and the potential entrants into this market can use this report to understand the key market trends that are expected to shape the market in the next few years.
- The key technologies that could impact the global MLOps market have been covered in detail.
- The report can be used by the sales and marketing team to formulate their medium- and long-term strategies and to reconfirm their short-term plans.
- The report would help the sales and the marketing team to understand the key segments across the top countries which have been analyzed in the report.
- The opportunity analysis chapter identifies the key hot spots within the Global MLOps Market.
- The company profiles include company overview, products & services offered by the company, recent news updates, and SWOT analysis for ten companies.
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