1.1. Research Objective
1.2. Scope of the Study
1.3. Definition
2.1. Research Approach
2.2. Data Sources
2.3. Assumptions & Limitations
3.1. Market Snapshot
4.1. Introduction
4.2. Market Classification and Scope
4.3. Industry Value Chain Analysis
4.3.1. Raw Material Procurement Analysis
4.3.2. Sales and Distribution Channel Analysis
4.3.3. Downstream Buyer Analysis
5.1. COVID-19 Landscape: MLOps Industry Impact
5.2. COVID 19 - Impact Assessment for the Industry
5.3. COVID 19 Impact: Global Major Government Policy
5.4. Market Trends and Opportunities in the COVID-19 Landscape
6.1. Market Dynamics
6.1.1. Market Drivers
6.1.2. Market Restraints
6.1.3. Market Opportunities
6.2. Porter’s Five Forces Analysis
6.2.1. Bargaining power of suppliers
6.2.2. Bargaining power of buyers
6.2.3. Threat of substitute
6.2.4. Threat of new entrants
6.2.5. Degree of competition
7.1.1. Company Market Share/Positioning Analysis
7.1.2. Key Strategies Adopted by Players
7.1.3. Vendor Landscape
7.1.3.1. List of Suppliers
7.1.3.2. List of Buyers
8.1. MLOps Market, by Component
8.1.1. Platform (Software)
8.1.1.1. Market Revenue and Forecast
8.1.2. Services (Consulting/Managed)
8.1.2.1. Market Revenue and Forecast
9.1. MLOps Market, by Deployment
9.1.1. Cloud
9.1.1.1. Market Revenue and Forecast
9.1.2. Hybrid/On-Premises
9.1.2.1. Market Revenue and Forecast
10.1. MLOps Market, by Organization Size
10.1.1. Large Enterprises
10.1.1.1. Market Revenue and Forecast
10.1.2. SMEs
10.1.2.1. Market Revenue and Forecast
11.1. MLOps Market, by Vertical
11.1.1. BFSI
11.1.1.1. Market Revenue and Forecast
11.1.2. Healthcare & Life Sciences
11.1.2.1. Market Revenue and Forecast
11.1.3. IT & Telecom
11.1.3.1. Market Revenue and Forecast
11.1.4. Retail & E-commerce
11.1.4.1. Market Revenue and Forecast
12.1. North America
12.1.1. Market Revenue and Forecast, by Component
12.1.2. Market Revenue and Forecast, by Deployment
12.1.3. Market Revenue and Forecast, by Organization Size
12.1.4. Market Revenue and Forecast, by Vertical
12.1.5. U.S.
12.1.5.1. Market Revenue and Forecast, by Component
12.1.5.2. Market Revenue and Forecast, by Deployment
12.1.5.3. Market Revenue and Forecast, by Organization Size
12.1.5.4. Market Revenue and Forecast, by Vertical
12.1.6. Rest of North America
12.1.6.1. Market Revenue and Forecast, by Component
12.1.6.2. Market Revenue and Forecast, by Deployment
12.1.6.3. Market Revenue and Forecast, by Organization Size
12.1.6.4. Market Revenue and Forecast, by Vertical
12.2. Europe
12.2.1. Market Revenue and Forecast, by Component
12.2.2. Market Revenue and Forecast, by Deployment
12.2.3. Market Revenue and Forecast, by Organization Size
12.2.4. Market Revenue and Forecast, by Vertical
12.2.5. UK
12.2.5.1. Market Revenue and Forecast, by Component
12.2.5.2. Market Revenue and Forecast, by Deployment
12.2.5.3. Market Revenue and Forecast, by Organization Size
12.2.5.4. Market Revenue and Forecast, by Vertical
12.2.6. Germany
12.2.6.1. Market Revenue and Forecast, by Component
12.2.6.2. Market Revenue and Forecast, by Deployment
12.2.6.3. Market Revenue and Forecast, by Organization Size
12.2.6.4. Market Revenue and Forecast, by Vertical
12.2.7. France
12.2.7.1. Market Revenue and Forecast, by Component
12.2.7.2. Market Revenue and Forecast, by Deployment
12.2.7.3. Market Revenue and Forecast, by Organization Size
12.2.7.4. Market Revenue and Forecast, by Vertical
12.2.8. Rest of Europe
12.2.8.1. Market Revenue and Forecast, by Component
12.2.8.2. Market Revenue and Forecast, by Deployment
12.2.8.3. Market Revenue and Forecast, by Organization Size
12.2.8.4. Market Revenue and Forecast, by Vertical
12.3. APAC
12.3.1. Market Revenue and Forecast, by Component
12.3.2. Market Revenue and Forecast, by Deployment
12.3.3. Market Revenue and Forecast, by Organization Size
12.3.4. Market Revenue and Forecast, by Vertical
12.3.5. India
12.3.5.1. Market Revenue and Forecast, by Component
12.3.5.2. Market Revenue and Forecast, by Deployment
12.3.5.3. Market Revenue and Forecast, by Organization Size
12.3.5.4. Market Revenue and Forecast, by Vertical
12.3.6. China
12.3.6.1. Market Revenue and Forecast, by Component
12.3.6.2. Market Revenue and Forecast, by Deployment
12.3.6.3. Market Revenue and Forecast, by Organization Size
12.3.6.4. Market Revenue and Forecast, by Vertical
12.3.7. Japan
12.3.7.1. Market Revenue and Forecast, by Component
12.3.7.2. Market Revenue and Forecast, by Deployment
12.3.7.3. Market Revenue and Forecast, by Organization Size
12.3.7.4. Market Revenue and Forecast, by Vertical
12.3.8. Rest of APAC
12.3.8.1. Market Revenue and Forecast, by Component
12.3.8.2. Market Revenue and Forecast, by Deployment
12.3.8.3. Market Revenue and Forecast, by Organization Size
12.3.8.4. Market Revenue and Forecast, by Vertical
12.4. MEA
12.4.1. Market Revenue and Forecast, by Component
12.4.2. Market Revenue and Forecast, by Deployment
12.4.3. Market Revenue and Forecast, by Organization Size
12.4.4. Market Revenue and Forecast, by Vertical
12.4.5. GCC
12.4.5.1. Market Revenue and Forecast, by Component
12.4.5.2. Market Revenue and Forecast, by Deployment
12.4.5.3. Market Revenue and Forecast, by Organization Size
12.4.5.4. Market Revenue and Forecast, by Vertical
12.4.6. North Africa
12.4.6.1. Market Revenue and Forecast, by Component
12.4.6.2. Market Revenue and Forecast, by Deployment
12.4.6.3. Market Revenue and Forecast, by Organization Size
12.4.6.4. Market Revenue and Forecast, by Vertical
12.4.7. South Africa
12.4.7.1. Market Revenue and Forecast, by Component
12.4.7.2. Market Revenue and Forecast, by Deployment
12.4.7.3. Market Revenue and Forecast, by Organization Size
12.4.7.4. Market Revenue and Forecast, by Vertical
12.4.8. Rest of MEA
12.4.8.1. Market Revenue and Forecast, by Component
12.4.8.2. Market Revenue and Forecast, by Deployment
12.4.8.3. Market Revenue and Forecast, by Organization Size
12.4.8.4. Market Revenue and Forecast, by Vertical
12.5. Latin America
12.5.1. Market Revenue and Forecast, by Component
12.5.2. Market Revenue and Forecast, by Deployment
12.5.3. Market Revenue and Forecast, by Organization Size
12.5.4. Market Revenue and Forecast, by Vertical
12.5.5. Brazil
12.5.5.1. Market Revenue and Forecast, by Component
12.5.5.2. Market Revenue and Forecast, by Deployment
12.5.5.3. Market Revenue and Forecast, by Organization Size
12.5.5.4. Market Revenue and Forecast, by Vertical
12.5.6. Rest of LATAM
12.5.6.1. Market Revenue and Forecast, by Component
12.5.6.2. Market Revenue and Forecast, by Deployment
12.5.6.3. Market Revenue and Forecast, by Organization Size
12.5.6.4. Market Revenue and Forecast, by Vertical
13.1. Google Cloud (Vertex AI)
13.1.1. Company Overview
13.1.2. Product Offerings
13.1.3. Financial Performance
13.1.4. Recent Initiatives
13.2. Microsoft Azure (Azure Machine Learning)
13.2.1. Company Overview
13.2.2. Product Offerings
13.2.3. Financial Performance
13.2.4. Recent Initiatives
13.3. Amazon Web Services (AWS) (Amazon SageMaker)
13.3.1. Company Overview
13.3.2. Product Offerings
13.3.3. Financial Performance
13.3.4. Recent Initiatives
13.4. Databricks (MLflow and Data Intelligence Platform)
13.4.1. Company Overview
13.4.2. Product Offerings
13.4.3. Financial Performance
13.4.4. Recent Initiatives
13.5. DataRobot
13.5.1. Company Overview
13.5.2. Product Offerings
13.5.3. Financial Performance
13.5.4. Recent Initiatives
13.6. IBM (watsonx.ai)
13.6.1. Company Overview
13.6.2. Product Offerings
13.6.3. Financial Performance
13.6.4. Recent Initiatives
13.7. Dataiku
13.7.1. Company Overview
13.7.2. Product Offerings
13.7.3. Financial Performance
13.7.4. Recent Initiatives
13.8. Snowflake
13.8.1. Company Overview
13.8.2. Product Offerings
13.8.3. Financial Performance
13.8.4. Recent Initiatives
13.9. Alteryx
13.9.1. Company Overview
13.9.2. Product Offerings
13.9.3. Financial Performance
13.9.4. Recent Initiatives
13.10. H2O.ai
13.10.1. Company Overview
13.10.2. Product Offerings
13.10.3. Financial Performance
13.10.4. Recent Initiatives
14.1. Primary Research
14.2. Secondary Research
14.3. Assumptions
15.1. About Us
15.2. Glossary of Terms
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