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This training provides an in-depth exploration into AI principles, components, and operational mechanisms tailored for technical audiences. Topics include foundational AI structures like tokens, embeddings, and LLMs; effective interaction techniques such as prompting and fine-tuning; and advanced features like multi-modal capabilities and vector databases. Additionally, we examine critical operational aspects, including hallucinations, latency, and context-window limitations, as well as...