Super Data Science: ML & AI Podcast with Jon Krohn cover image

783: Generative A.I. for Solar Power Installation, with Navdeep Martin

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Challenges and Solutions in Generative AI Systems

The chapter delves into the challenges faced by companies in data storage and accurate retrieval using generative AI systems, providing technical tips to avoid hallucinations in RAG systems and promoting free training on deep learning transformer architectures. It discusses leading proprietary providers like OpenAI's GPT-4, Anthropic's Claude3 Opus, and leveraging ChatGPT for advanced data analysis, emphasizing on simplifying data science processes for a wider audience. The chapter also explores the application of generative AI in various fields and highlights the importance of hiring personnel with expertise in architecture for effective data science operations.

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