1.
Product Overview
2.
Research Methodology
3.
Impact of COVID-19 on Global ML Ops Market
4. Executive Summary
5.
Global ML Ops Market Outlook
5.1.
Market Size & Forecast
5.1.1. By Value
5.2.
Market Share & Forecast
5.2.1. By Solutions (Data
Management, Modelling, Continuous Deployment, Computing and Resource)
5.2.2. By Product Focus (Data-Centric, Model Centric)
5.2.3. By Task (Model Lifecycle Management, Model Versioning
& Iteration, Model Monitoring & Management, Model Governance, Model
Security)
5.2.4. By Component (Platform, Services (Professional, Managed))
5.2.5. By Type (Public Cloud, Private Cloud, Hybrid Cloud)
5.2.6. By Organization Size (Large Enterprises, Small &
Medium Sized Enterprises)
5.2.7. By End Use (BFSI, IT & Telecom, Retail,
Manufacturing, Public Sector, Others)
5.2.8. By Company (2021)
5.2.9. By Region
5.3. Product Market Map
6.
Asia-Pacific ML Ops Market Outlook
6.1.
Market Size & Forecast
6.1.1. By Value
6.2.
Market Share & Forecast
6.2.1. By Solutions
6.2.2. By Product Focus
6.2.3. By Task
6.2.4. By Component
6.2.5. By Type
6.2.6. By Organization Size
6.2.7. By End Use
6.2.8. By Country
6.3.
Asia-Pacific: Country Analysis
6.3.1. China ML Ops Market
Outlook
6.3.1.1.
Market Size & Forecast
6.3.1.1.1.
By Value
6.3.1.2.
Market Share & Forecast
6.3.1.2.1.
By
Solutions
6.3.1.2.2.
By
Product Focus
6.3.1.2.3.
By Task
6.3.1.2.4.
By Component
6.3.1.2.5.
By Type
6.3.1.2.6.
By Organization Size
6.3.1.2.7.
By End Use
6.3.2. India ML Ops Market
Outlook
6.3.2.1.
Market Size & Forecast
6.3.2.1.1.
By Value
6.3.2.2.
Market Share & Forecast
6.3.2.2.1.
By
Solutions
6.3.2.2.2.
By
Product Focus
6.3.2.2.3.
By Task
6.3.2.2.4.
By Component
6.3.2.2.5.
By Type
6.3.2.2.6.
By Organization Size
6.3.2.2.7.
By End Use
6.3.3. Japan ML Ops Market
Outlook
6.3.3.1.
Market Size & Forecast
6.3.3.1.1.
By Value
6.3.3.2.
Market Share & Forecast
6.3.3.2.1.
By
Solutions
6.3.3.2.2.
By
Product Focus
6.3.3.2.3.
By Task
6.3.3.2.4.
By Component
6.3.3.2.5.
By Type
6.3.3.2.6.
By Organization Size
6.3.3.2.7.
By End Use
6.3.4. South Korea ML Ops
Market Outlook
6.3.4.1.
Market Size & Forecast
6.3.4.1.1.
By Value
6.3.4.2.
Market Share & Forecast
6.3.4.2.1.
By
Solutions
6.3.4.2.2.
By
Product Focus
6.3.4.2.3.
By Task
6.3.4.2.4.
By Component
6.3.4.2.5.
By Type
6.3.4.2.6.
By Organization Size
6.3.4.2.7.
By End Use
6.3.5. Australia ML Ops Market
Outlook
6.3.5.1.
Market Size & Forecast
6.3.5.1.1.
By Value
6.3.5.2.
Market Share & Forecast
6.3.5.2.1.
By
Solutions
6.3.5.2.2.
By
Product Focus
6.3.5.2.3.
By Task
6.3.5.2.4.
By Component
6.3.5.2.5.
By Type
6.3.5.2.6.
By Organization Size
6.3.5.2.7.
By End Use
6.3.6. Singapore ML Ops
Market Outlook
6.3.6.1.
Market Size & Forecast
6.3.6.1.1.
By Value
6.3.6.2.
Market Share & Forecast
6.3.6.2.1.
By
Solutions
6.3.6.2.2.
By
Product Focus
6.3.6.2.3.
By Task
6.3.6.2.4.
By Component
6.3.6.2.5.
By Type
6.3.6.2.6.
By Organization Size
6.3.6.2.7.
By End Use
6.3.7. Vietnam ML Ops
Market Outlook
6.3.7.1.
Market Size & Forecast
6.3.7.1.1.
By Value
6.3.7.2.
Market Share & Forecast
6.3.7.2.1.
By
Solutions
6.3.7.2.2.
By
Product Focus
6.3.7.2.3.
By Task
6.3.7.2.4.
By Component
6.3.7.2.5.
By Type
6.3.7.2.6.
By Organization Size
6.3.7.2.7.
By End Use
7.
Europe & CIS ML Ops Market Outlook
7.1.
Market Size & Forecast
7.1.1. By Value
7.2.
Market Share & Forecast
7.2.1. By Solutions
7.2.2. By Product Focus
7.2.3. By Task
7.2.4. By Component
7.2.5. By Type
7.2.6. By Organization Size
7.2.7. By End Use
7.2.8. By Country
7.3.
Europe & CIS: Country Analysis
7.3.1. France ML Ops Market
Outlook
7.3.1.1.
Market Size & Forecast
7.3.1.1.1.
By Value
7.3.1.2.
Market Share & Forecast
7.3.1.2.1.
By
Solutions
7.3.1.2.2.
By
Product Focus
7.3.1.2.3.
By Task
7.3.1.2.4.
By Component
7.3.1.2.5.
By Type
7.3.1.2.6.
By Organization Size
7.3.1.2.7.
By End Use
7.3.2. Germany ML Ops
Market Outlook
7.3.2.1.
Market Size & Forecast
7.3.2.1.1.
By Value
7.3.2.2.
Market Share & Forecast
7.3.2.2.1.
By
Solutions
7.3.2.2.2.
By
Product Focus
7.3.2.2.3.
By Task
7.3.2.2.4.
By Component
7.3.2.2.5.
By Type
7.3.2.2.6.
By Organization Size
7.3.2.2.7.
By End Use
7.3.3. United Kingdom ML
Ops Market Outlook
7.3.3.1.
Market Size & Forecast
7.3.3.1.1.
By Value
7.3.3.2.
Market Share & Forecast
7.3.3.2.1.
By
Solutions
7.3.3.2.2.
By
Product Focus
7.3.3.2.3.
By Task
7.3.3.2.4.
By Component
7.3.3.2.5.
By Type
7.3.3.2.6.
By Organization Size
7.3.3.2.7.
By End Use
7.3.4. Italy ML Ops Market
Outlook
7.3.4.1.
Market Size & Forecast
7.3.4.1.1.
By Value
7.3.4.2.
Market Share & Forecast
7.3.4.2.1.
By
Solutions
7.3.4.2.2.
By
Product Focus
7.3.4.2.3.
By Task
7.3.4.2.4.
By Component
7.3.4.2.5.
By Type
7.3.4.2.6.
By Organization Size
7.3.4.2.7.
By End Use
7.3.5. Russia ML Ops Market
Outlook
7.3.5.1.
Market Size & Forecast
7.3.5.1.1.
By Value
7.3.5.2.
Market Share & Forecast
7.3.5.2.1.
By
Solutions
7.3.5.2.2.
By
Product Focus
7.3.5.2.3.
By Task
7.3.5.2.4.
By Component
7.3.5.2.5.
By Type
7.3.5.2.6.
By Organization Size
7.3.5.2.7.
By End Use
8.
North America ML Ops Market Outlook
8.1.
Market Size & Forecast
8.1.1. By Value
8.2.
Market Share & Forecast
8.2.1. By Solutions
8.2.2. By Product Focus
8.2.3. By Task
8.2.4. By Component
8.2.5. By Type
8.2.6. By Organization Size
8.2.7. By End Use
8.2.8. By Country
8.3.
North America: Country Analysis
8.3.1. United States ML Ops
Market Outlook
8.3.1.1.
Market Size & Forecast
8.3.1.1.1.
By Value
8.3.1.2.
Market Share & Forecast
8.3.1.2.1.
By Solutions
8.3.1.2.2.
By
Product Focus
8.3.1.2.3.
By Task
8.3.1.2.4.
By Component
8.3.1.2.5.
By Type
8.3.1.2.6.
By Organization Size
8.3.1.2.7.
By End Use
8.3.2. Mexico ML Ops Market
Outlook
8.3.2.1.
Market Size & Forecast
8.3.2.1.1.
By Value
8.3.2.2.
Market Share & Forecast
8.3.2.2.1.
By
Solutions
8.3.2.2.2.
By
Product Focus
8.3.2.2.3.
By Task
8.3.2.2.4.
By Component
8.3.2.2.5.
By Type
8.3.2.2.6.
By Organization Size
8.3.2.2.7.
By End Use
8.3.3. Canada ML Ops Market
Outlook
8.3.3.1.
Market Size & Forecast
8.3.3.1.1.
By Value
8.3.3.2.
Market Share & Forecast
8.3.3.2.1.
By
Solutions
8.3.3.2.2.
By
Product Focus
8.3.3.2.3.
By Task
8.3.3.2.4.
By Component
8.3.3.2.5.
By Type
8.3.3.2.6.
By Organization Size
8.3.3.2.7.
By End Use
9.
South America ML Ops Market Outlook
9.1.
Market Size & Forecast
9.1.1. By Value
9.2.
Market Share & Forecast
9.2.1. By Solutions
9.2.2. By Product Focus
9.2.3. By Task
9.2.4. By Component
9.2.5. By Type
9.2.6. By Organization Size
9.2.7. By End Use
9.2.8. By Country
9.3.
South America: Country Analysis
9.3.1. Brazil ML Ops Market
Outlook
9.3.1.1.
Market Size & Forecast
9.3.1.1.1.
By Value
9.3.1.2.
Market Share & Forecast
9.3.1.2.1.
By
Solutions
9.3.1.2.2.
By
Product Focus
9.3.1.2.3.
By Task
9.3.1.2.4.
By Component
9.3.1.2.5.
By Type
9.3.1.2.6.
By Organization Size
9.3.1.2.7.
By End Use
9.3.2. Argentina ML Ops
Market Outlook
9.3.2.1.
Market Size & Forecast
9.3.2.1.1.
By Value
9.3.2.2.
Market Share & Forecast
9.3.2.2.1.
By
Solutions
9.3.2.2.2.
By
Product Focus
9.3.2.2.3.
By Task
9.3.2.2.4.
By Component
9.3.2.2.5.
By Type
9.3.2.2.6.
By Organization Size
9.3.2.2.7.
By End Use
9.3.3. Colombia ML Ops
Market Outlook
9.3.3.1.
Market Size & Forecast
9.3.3.1.1.
By Value
9.3.3.2.
Market Share & Forecast
9.3.3.2.1.
By
Solutions
9.3.3.2.2.
By
Product Focus
9.3.3.2.3.
By Task
9.3.3.2.4.
By Component
9.3.3.2.5.
By Type
9.3.3.2.6.
By Organization Size
9.3.3.2.7.
By End Use
9.3.4. Chile ML Ops Market Outlook
9.3.4.1.
Market Size & Forecast
9.3.4.1.1.
By Value
9.3.4.2.
Market Share & Forecast
9.3.4.2.1.
By
Solutions
9.3.4.2.2.
By
Product Focus
9.3.4.2.3.
By Task
9.3.4.2.4.
By Component
9.3.4.2.5.
By Type
9.3.4.2.6.
By Organization Size
9.3.4.2.7.
By End Use
10.
Middle East and Africa ML Ops Market Outlook
10.1.
Market Size & Forecast
10.1.1. By Value
10.2.
Market Share & Forecast
10.2.1. By Solutions
10.2.2. By Product Focus
10.2.3. By Task
10.2.4. By Component
10.2.5. By Type
10.2.6. By Organization Size
10.2.7. By End Use
10.2.8. By Country
10.3.
MEA: Country Analysis
10.3.1. South Africa ML Ops
Market Outlook
10.3.1.1. Market Size & Forecast
10.3.1.1.1.
By Value
10.3.1.2. Market Share & Forecast
10.3.1.2.1.
By
Solutions
10.3.1.2.2.
By
Product Focus
10.3.1.2.3.
By Task
10.3.1.2.4.
By Component
10.3.1.2.5.
By Type
10.3.1.2.6.
By Organization Size
10.3.1.2.7.
By End Use
10.3.2. Saudi Arabia ML Ops
Market Outlook
10.3.2.1. Market Size & Forecast
10.3.2.1.1.
By Value
10.3.2.2. Market Share & Forecast
10.3.2.2.1.
By
Solutions
10.3.2.2.2.
By
Product Focus
10.3.2.2.3.
By Task
10.3.2.2.4.
By Component
10.3.2.2.5.
By Type
10.3.2.2.6.
By Organization Size
10.3.2.2.7.
By End Use
10.3.3. UAE ML Ops Market
Outlook
10.3.3.1. Market Size & Forecast
10.3.3.1.1.
By Value
10.3.3.2. Market Share & Forecast
10.3.3.2.1.
By
Solutions
10.3.3.2.2.
By
Product Focus
10.3.3.2.3.
By Task
10.3.3.2.4.
By Component
10.3.3.2.5.
By Type
10.3.3.2.6.
By Organization Size
10.3.3.2.7.
By End Use
10.3.4. Nigeria ML Ops
Market Outlook
10.3.4.1. Market Size & Forecast
10.3.4.1.1.
By Value
10.3.4.2. Market Share & Forecast
10.3.4.2.1.
By
Solutions
10.3.4.2.2.
By
Product Focus
10.3.4.2.3.
By Task
10.3.4.2.4.
By Component
10.3.4.2.5.
By Type
10.3.4.2.6.
By Organization Size
10.3.4.2.7.
By End Use
10.3.5. Egypt ML Ops Market
Outlook
10.3.5.1. Market Size & Forecast
10.3.5.1.1.
By Value
10.3.5.2. Market Share & Forecast
10.3.5.2.1.
By
Solutions
10.3.5.2.2.
By
Product Focus
10.3.5.2.3.
By Task
10.3.5.2.4.
By Component
10.3.5.2.5.
By Type
10.3.5.2.6.
By Organization Size
10.3.5.2.7.
By End Use
10.3.6. Turkey ML Ops Market
Outlook
10.3.6.1. Market Size & Forecast
10.3.6.1.1.
By Value
10.3.6.2. Market Share & Forecast
10.3.6.2.1.
By
Solutions
10.3.6.2.2.
By
Product Focus
10.3.6.2.3.
By Task
10.3.6.2.4.
By Component
10.3.6.2.5.
By Type
10.3.6.2.6.
By Organization Size
10.3.6.2.7.
By End Use
11.
Market Dynamics
11.1.
Drivers
11.2.
Challenges
12.
Market Trends & Developments
13.
Competitive Landscape
13.1.
Competition Outlook
13.2.
Company Profiles
13.2.1. Microsoft
Corporation
13.2.2. Amazon Web Services,
Inc.
13.2.3. Google, LLC
13.2.4. IBM Corporation
13.2.5. Dataiku SAS
13.2.6. Iguazio Ltd
13.2.7. Databricks Inc.
13.2.8. DataRobot, Inc.
13.2.9. Cloudera, Inc.
13.2.10.
Modzy
13.2.11.
Algorithmia, Inc.
13.2.12.
HP Enterprises Co.
13.2.13.
Valohai
13.2.14.
Allegro AI Ltd.
13.2.15.
Comet ML Inc.
15. Strategic
Recommendations