Pune, Maharashtra -- (SBWire) -- 06/13/2023 --According to HTF Market Intelligence, the Global MLOps market to witness a CAGR of 38.8% during the forecast period (2023-2029). The Latest Released MLOps Market Research assesses the future growth potential of the MLOps market and provides information and useful statistics on market structure and size. This report aims to provide market intelligence and strategic insights to help decision-makers make sound investment decisions and identify potential gaps and growth opportunities. Additionally, the report identifies and analyses the changing dynamics and emerging trends along with the key drivers, challenges, opportunities and constraints in the MLOps market.
The Major Players Covered in this Report: Google (United States), Microsoft (United States), Amazon Web Services (United States), IBM (United States), Seldon (United Kingdom), Dataiku (France), Knime (Germany), RapidMiner (Germany), Logical Clocks (Sweden), Tecton (United States)
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Definition:
MLOps, short for Machine Learning Operations, refers to the set of practices, tools, and technologies used to effectively deploy, manage, monitor, and scale machine learning (ML) models in production environments. MLOps combines aspects of machine learning, data engineering, and DevOps to streamline the lifecycle of ML models and enable organizations to operationalize and derive value from their machine learning initiatives.
Market Trends:
Organizations can increase the agility and scalability of their ML operations by utilizing DevOps practices.
Model interpretability techniques are being incorporated into MLOps solutions.
Market Drivers:
The use of MLOps is required due to the increasing complexity of ML projects.
The demand for efficient model management and deployment is being driven by the quick development of AI and ML technologies.
Market Opportunities:
Businesses are looking for platforms and technologies that can offer insights into the functionality and behavior of deployed ML models.
The creation of reliable deployment platforms is a significant opportunity.
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The titled segments and sub-section of the market are illuminated below:
In-depth analysis of MLOps market segments by Types: Cloud, On-premise
Detailed analysis of MLOps market segments by Applications: Platform, Services
Major Key Players of the Market: Google (United States), Microsoft (United States), Amazon Web Services (United States), IBM (United States), Seldon (United Kingdom), Dataiku (France), Knime (Germany), RapidMiner (Germany), Logical Clocks (Sweden), Tecton (United States)
Geographically, the detailed analysis of consumption, revenue, market share, and growth rate of the following regions:
- The Middle East and Africa (South Africa, Saudi Arabia, UAE, Israel, Egypt, etc.)
- North America (United States, Mexico & Canada)
- South America (Brazil, Venezuela, Argentina, Ecuador, Peru, Colombia, etc.)
- Europe (Turkey, Spain, Turkey, Netherlands Denmark, Belgium, Switzerland, Germany, Russia UK, Italy, France, etc.)
- Asia-Pacific (Taiwan, Hong Kong, Singapore, Vietnam, China, Malaysia, Japan, Philippines, Korea, Thailand, India, Indonesia, and Australia).
Objectives of the Report:
- -To carefully analyze and forecast the size of the MLOps market by value and volume.
- -To estimate the market shares of major segments of the MLOps market.
- -To showcase the development of the MLOps market in different parts of the world.
- -To analyze and study micro-markets in terms of their contributions to the MLOps market, their prospects, and individual growth trends.
- -To offer precise and useful details about factors affecting the growth of the MLOps market.
- -To provide a meticulous assessment of crucial business strategies used by leading companies operating in the MLOps market, which include research and development, collaborations, agreements, partnerships, acquisitions, mergers, new developments, and product launches.
The market is segmented by Component (Platform, Services) by Deployment (Cloud, On-premise) by Organization Size (Large Enterprise, SMEs) by End User (BFSI, Healthcare, Retail, Telecom) and by Geography (North America, South America, Europe, Asia Pacific, M.
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Key takeaways from the MLOps market report:
– Detailed consideration of MLOps market-particular drivers, Trends, constraints, Restraints, Opportunities, and major micro markets.
– Comprehensive valuation of all prospects and threats in the
– In-depth study of industry strategies for growth of the MLOps market-leading players.
– MLOps market latest innovations and major procedures.
– Favourable dip inside Vigorous high-tech and market latest trends remarkable the Market.
– Conclusive study about the growth conspiracy of MLOps market for forthcoming years.
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Major highlights from Table of Contents:
MLOps Market Study Coverage:
- It includes major manufacturers, emerging player's growth story, and major business segments of MLOps market, years considered, and research objectives. Additionally, segmentation on the basis of the type of product, application, and technology.
- MLOps Market Executive Summary: It gives a summary of overall studies, growth rate, available market, competitive landscape, market drivers, trends, and issues, and macroscopic indicators.
- MLOps Market Production by Region MLOps Market Profile of Manufacturers-players are studied on the basis of SWOT, their products, production, value, financials, and other vital factors.
- Key Points Covered in MLOps Market Report:
- MLOps Overview, Definition and Classification Market drivers and Barriers
- MLOps Market Competition by Manufacturers
- MLOps Capacity, Production, Revenue (Value) by Region (2023-2029)
- MLOps Supply (Production), Consumption, Export, Import by Region (2023-2029)
- MLOps Production, Revenue (Value), Price Trend by Type { Cloud, On-premise }
- MLOps Market Analysis by Application { Platform, Services }
- MLOps Manufacturers Profiles/Analysis MLOps Manufacturing Cost Analysis, Industrial/Supply Chain Analysis, Sourcing Strategy and Downstream Buyers, Marketing
- Strategy by Key Manufacturers/Players, Connected Distributors/Traders Standardization, Regulatory and collaborative initiatives, Industry road map and value chain Market Effect Factors Analysis.
Major questions answered:
- What are influencing factors driving the demand for MLOps near future?
- What is the impact analysis of various factors in the Global MLOps market growth?
- What are the recent trends in the regional market and how successful they are?
- How feasible is MLOps market for long-term investment?
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