Episode 42: Learning, Teaching, and Building in the Age of AI
Vanishing Gradients
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Building and Deploying with LLMs
This chapter explores the excitement and challenges of developing software powered by large language models (LLMs), contrasting traditional software processes with LLM-driven approaches. It emphasizes the importance of understanding core principles like API interactions and non-determinism to navigate the complexities of deployment. Additionally, the discussion highlights the need for continuous learning, practical applications, and balancing multiple roles in the evolving landscape of data science and AI.
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