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Language Models Courses

Master language models end to end — foundations, fine-tuning, serving, and evaluation for teams shipping LLM products.

AWS AIAzure AIGoogle AILanguage ModelsGenerative AIConsumer AnalyticsData EngineeringSystem DesignSystems EngineeringAgile AIOracle AIGraduate CoursesNVIDIA AINVIDIAAI/MLAWS CloudAzure CloudProgrammingDatabases

  • LLM004 · Advanced

    LLMOps

    Operationalize open-weight LLMs—GPU sizing, packaging, vLLM/TGI serving, RAG, Docker/K8s, CI/CD, monitoring, and continuous improvement.

    Starts 2026-11-18

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  • LLM005 · Advanced

    PyTorch for Large Language Models

    Build, train, and optimize LLMs in PyTorch—tensors, transformers, training loops, LoRA/QLoRA, FSDP, and torch.compile inference.

    Starts 2026-11-25

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  • LLM003

    Fine-Tuning Large Language Models (LLMs)

    LoRA/QLoRA, DPO, vLLM, and hybrid RAG copilots for domain AI.

    Starts 2026-09-16

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  • LLM002

    Build Your Own LLM

    Build GPT in PyTorch—pretraining, LoRA, vLLM, and ChatGPT capstone.

    Starts 2026-09-22

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  • LLM001

    LLM Mastery

    Transformers, fine-tuning, RLHF, RAG, inference, and a custom LLM capstone.

    Starts 2026-09-11

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