The Joe Reis Show Freestyle Fridays - The Year Ahead (Why Data Modeling Matters, AI, Being Human, etc)
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Jan 3, 2025 The hosts reflect on an optimistic vision for 2025, discussing exciting new projects and initiatives. They stress the vital role of data modeling in a tech-driven world, cautioning against careless data input that leads to misunderstandings. The conversation delves into how advancements in AI are reshaping data management and human connections, addressing the societal challenges that come with automation. Personal anecdotes highlight the relevance of relational data modeling and underscore the need for a strong foundational approach.
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Data Modeling Fundamentals
- Understand data modeling, especially if you work with tabular data.
- This is crucial for various roles like developers, analysts, and data scientists.
Human-AI Symbiosis
- The power of AI lies in leveraging human knowledge and AI capabilities.
- This creates a symbiotic relationship, crucial for maximizing AI effectiveness.
AI Training Data Shift
- Public data for AI training might be depleting, shifting focus to internal corporate data.
- This necessitates organizing and preparing this data effectively.