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Maxime Labonne: LLM Scientist Roadmap, AI Scientist, LLM Course & Open Source - AI Portfolio Podcast
Manage episode 471024233 series 3596668
Maxime Labonne, Co-author of the LLM Engineers Handbook, creator of the LLM course on github with over 40k stars, and author of Hands on Graph Neural Networks.
Follow/Connect:
Maxime LinkedIn:https://www.linkedin.com/in/maxime-labonne/
Mark Linkedin: https://www.linkedin.com/in/markmoyou/
Chapters:
π 00:00 β Intro
π 01:51 β Maxime: Books & Courses
π€ 07:30 β AI Scientist vs. AI Engineer
π 09:05 β Path to Becoming an AI Expert
π 11:13 β Do You Need a Degree?
β³ 13:01 β How Long Does It Take to Become an AI Scientist?
π¨βπ¬ 15:58 β Individual Contributor Role as an LLM Scientist
π§ 26:04 β Understanding LLM Personality
π― 30:07 β Objective Functions in LLMs
π 34:08 β Emerging AI Models
π 40:51 β How to Read Research Papers Effectively
πΊ 45:26 β Roadmap to Becoming an LLM Scientist (Key Section β)
π 54:15 β Deep Dive: Understanding the Attention Mechanism
πΌ 01:15:33 β Roadmap for a Multi-Modal AI Scientist
π 01:17:12 β Optimizing Your AI Career Path
πΌ 01:19:38 β AI Job Market Insights
π 01:21:50 β Must-Read Books for AI Enthusiasts
π‘ 01:22:41 β Expert Career Advice
β‘ 01:24:07 β Rapid-Fire Round
22 episodes
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