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Claudia Pohlink | Data Centric AI | Rise of AI Conference 2022
Discover the importance of data management and governance in the rise of AI, and learn how a data-centric approach can help bridge the gap between research and practice, ensuring efficient AI implementations and data transparency.
- The speaker emphasizes the importance of data management and governance in the rise of AI.
- They propose data-centric AI as the new approach to navigate the ever-changing world of AI.
- Data-quality is crucial and the gap between research and practice needs to be bridged.
- Data preparation and governance are essential for efficient AI.
- The speaker highlights the need for structured rules and processes for data management.
- They emphasize the importance of new and modern thinking in data management and governance.
- The House of Data is responsible for making data transparent and accessible.
- Data-centric AI is the solution to address the challenges in AI implementations.
- The speaker recommends learning, learning, learning as the best approach.
- The House of 3C (Claudia Pohlink) is responsible for connecting businesses and data science.
- The speaker discusses the importance of massive data handling, especially in big companies.
- The House of Data is responsible for making data usable and visible.
- The speaker highlights the need for a new approach to data and analytics governance.
- Data preparation and quality are essential for AI implementations.
- Synthetic data is a solution to maintain data privacy and security.