Agentic AI, Engineering First, Core ML Stats, System Design for Agents, Generative AI Foundations

Sql, Deep Learning, Tensorflow, Pytorch, Python, content-based techniques, LLMs, transfer learning, slate optimization, reinforcement learning, bandits, embedding techniques, multi-task learning, recommendation system algorithms, candidate generation, long-term reward modeling, hybrid approaches, transformer architectures, Experimental Design, ranking, RLHF reward modeling, collaborative filtering