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14min chapter
Roles to play in the AI dev workflow
Practical AI: Machine Learning, Data Science, LLM
Advantages and Challenges in AI/ML Development
The chapter discusses the benefits of involving a second group in the AI/ML development process, the career opportunities in transitioning software engineering skills to AI, and the analogy of AI development to cooking with a recipe. It emphasizes the importance of collaboration between roles, using specific tools for different tasks like Jupyter Notebooks, and adapting engineering processes for edge device deployments. Furthermore, it explores the diverse challenges faced in various industries, highlights the significance of addressing bias in AI ethics, and recommends resources for detecting and mitigating bias in AI projects.
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Discover
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Listen to the best highlights from the podcasts you love and dive into the full episode