Report

Global Synthetic Data Generation Market Size study & Forecast, by Data Type, by Modeling Type, by Application, by End User and Regional Analysis, 2022-2029

  • Publish Date: Jan,2023
  • Report ID: 3-6-1378
  • Page : 200
  • Report Type : PDF (Email)
Table of Contents
Chapter 1. Executive Summary
1.1. Market Snapshot
1.2. Global & Segmental Market Estimates & Forecasts, 2019-2029 (USD Million)
1.2.1. Synthetic Data Generation Market, by Region, 2019-2029 (USD Million)
1.2.2. Synthetic Data Generation Market, by Data Type, 2019-2029 (USD Million)
1.2.3. Synthetic Data Generation Market, by Modeling Type, 2019-2029 (USD Million)
1.2.4. Synthetic Data Generation Market, by Application, 2019-2029 (USD Million)
1.2.5. Synthetic Data Generation Market, by End User, 2019-2029 (USD Million)
1.3. Key Trends
1.4. Estimation Methodology
1.5. Research Assumption
Chapter 2. Global Synthetic Data Generation Market Definition and Scope
2.1. Objective of the Study
2.2. Market Definition & Scope
2.2.1. Scope of the Study
2.2.2. Industry Evolution
2.3. Years Considered for the Study
2.4. Currency Conversion Rates
Chapter 3. Global Synthetic Data Generation Market Dynamics
3.1. Synthetic Data Generation Market Impact Analysis (2019-2029)
3.1.1. Market Drivers
3.1.1.1. Growing need to maintain data security and privacy
3.1.1.2. Rapid proliferation of Artificial Intelligence (AI)
3.1.2. Market Challenges
3.1.2.1. Rising acceptance for data accuracy
3.1.3. Market Opportunities
3.1.3.1. Growing investment in advanced technologies
3.1.3.2. Increasing initiatives by key market players
Chapter 4. Global Synthetic Data Generation Market Industry Analysis
4.1. Porter's 5 Force Model
4.1.1. Bargaining Power of Suppliers
4.1.2. Bargaining Power of Buyers
4.1.3. Threat of New Entrants
4.1.4. Threat of Substitutes
4.1.5. Competitive Rivalry
4.2. Futuristic Approach to Porter's 5 Force Model (2019-2029)
4.3. PEST Analysis
4.3.1. Political
4.3.2. Economical
4.3.3. Social
4.3.4. Technological
4.4. Investment Adoption Model
4.5. Analyst Recommendation & Conclusion
4.6. Top investment opportunity
4.7. Top winning strategies
Chapter 5. Risk Assessment: COVID-19 Impact
5.1. Assessment of the overall impact of COVID-19 on the industry
5.2. Pre COVID-19 and post COVID-19 Market scenario
Chapter 6. Global Synthetic Data Generation Market, by Data Type
6.1. Market Snapshot
6.2. Global Synthetic Data Generation Market by Data Type, Performance - Potential Analysis
6.3. Global Synthetic Data Generation Market Estimates & Forecasts by Data Type 2019-2029 (USD Million)
6.4. Synthetic Data Generation Market, Sub Segment Analysis
6.4.1. Tabular Data
6.4.2. Text Data
6.4.3. Image & Video Data
6.4.4. Others
Chapter 7. Global Synthetic Data Generation Market, by Modeling Type
7.1. Market Snapshot
7.2. Global Synthetic Data Generation Market by Modeling Type, Performance - Potential Analysis
7.3. Global Synthetic Data Generation Market Estimates & Forecasts by Modeling Type 2019-2029 (USD Million)
7.4. Synthetic Data Generation Market, Sub Segment Analysis
7.4.1. Direct Modeling
7.4.2. Agent-based Modeling
Chapter 8. Global Synthetic Data Generation Market, by Application
8.1. Market Snapshot
8.2. Global Synthetic Data Generation Market by Application, Performance - Potential Analysis
8.3. Global Synthetic Data Generation Market Estimates & Forecasts by Application 2019-2029 (USD Million)
8.4. Synthetic Data Generation Market, Sub Segment Analysis
8.4.1. Data Protection
8.4.2. Predictive Analytics
8.4.3. Natural Language Processing
8.4.4. Computer Vision Algorithms
8.4.5. Others
Chapter 9. Global Synthetic Data Generation Market, by End User
9.1. Market Snapshot
9.2. Global Synthetic Data Generation Market by End User, Performance - Potential Analysis
9.3. Global Synthetic Data Generation Market Estimates & Forecasts by End User 2019-2029 (USD Million)
9.4. Synthetic Data Generation Market, Sub Segment Analysis
9.4.1. BFSI
9.4.2. Healthcare & Life sciences
9.4.3. Transportation & Logistics
9.4.4. IT & Telecommunication
9.4.5. Retail & E-commerce
9.4.6. Others
Chapter 10. Global Synthetic Data Generation Market, Regional Analysis
10.1. Synthetic Data Generation Market, Regional Market Snapshot
10.2. North America Synthetic Data Generation Market
10.2.1. U.S. Synthetic Data Generation Market
10.2.1.1. Data Type breakdown estimates & forecasts, 2019-2029
10.2.1.2. Modeling Type breakdown estimates & forecasts, 2019-2029
10.2.1.3. Application breakdown estimates & forecasts, 2019-2029
10.2.1.4. End User breakdown estimates & forecasts, 2019-2029
10.2.2. Canada Synthetic Data Generation Market
10.3. Europe Synthetic Data Generation Market Snapshot
10.3.1. U.K. Synthetic Data Generation Market
10.3.2. Germany Synthetic Data Generation Market
10.3.3. France Synthetic Data Generation Market
10.3.4. Spain Synthetic Data Generation Market
10.3.5. Italy Synthetic Data Generation Market
10.3.6. Rest of Europe Synthetic Data Generation Market
10.4. Asia-Pacific Synthetic Data Generation Market Snapshot
10.4.1. China Synthetic Data Generation Market
10.4.2. India Synthetic Data Generation Market
10.4.3. Japan Synthetic Data Generation Market
10.4.4. Australia Synthetic Data Generation Market
10.4.5. South Korea Synthetic Data Generation Market
10.4.6. Rest of Asia Pacific Synthetic Data Generation Market
10.5. Latin America Synthetic Data Generation Market Snapshot
10.5.1. Brazil Synthetic Data Generation Market
10.5.2. Mexico Synthetic Data Generation Market
10.6. Rest of The World Synthetic Data Generation Market
Chapter 11. Competitive Intelligence
11.1. Top Market Strategies
11.2. Company Profiles
11.2.1. Mostly AI
11.2.1.1. Key Information
11.2.1.2. Overview
11.2.1.3. Financial (Subject to Data Availability)
11.2.1.4. Product Summary
11.2.1.5. Recent Developments
11.2.2. Synthesis AI
11.2.3. Statice
11.2.4. YData
11.2.5. Ekobit d.o.o.
11.2.6. Hazy
11.2.7. Kinetic Vision, Inc.
11.2.8. Kymera-labs
11.2.9. MDClone
11.2.10. Neuromation
Chapter 12. Research Process
12.1. Research Process
12.1.1. Data Mining
12.1.2. Analysis
12.1.3. Market Estimation
12.1.4. Validation
12.1.5. Publishing
12.2. Research Attributes
12.3. Research Assumption