What You Need to Know Before
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Starts 7 June 2025 12:39
Ends 7 June 2025
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42 minutes
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Overview
Discover how data contracts and the ODCS standard enhance AI development, focusing on Bitol's open-source tools for modern data engineering and contract enforcement.
Syllabus
- Introduction to Data Contracts in AI
- The ODCS Standard
- Bitol's Open-Source Tools for Data Contracts
- Implementing Data Contracts for AI
- Enhancing AI Development with Data Contracts
- Challenges and Considerations
- Future Trends in Data Contracts and AI
- Conclusion and Further Learning
Definition and importance of data contracts
Overview of how data contracts impact AI development
Explanation of the Open Data Contract Standard (ODCS)
The role of ODCS in data engineering and AI
Introduction to Bitol and its tools
Key features of Bitol’s software solutions
Setting up data contracts using Bitol’s tools
Best practices for enforcing data contracts in AI projects
How data contracts improve AI model training and deployment
Case studies showcasing the impact of data contracts on AI projects
Common challenges in adopting data contracts
Legal and ethical considerations in data contract enforcement
Emerging technologies in data contracts
Predictions for the evolution of data engineering with AI
Recap of key concepts
Resources for deepening knowledge on data contracts in AI
Subjects
Data Science
