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Applications & Practical Usage — The Complete AI Engineer Roadmap
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Phase 3 – Agentic AI SystemsFoundations: Transformers & LLMs

Applications & Practical Usage

3.1 · Foundations: Transformers & LLMs

What You'll Learn

0 / 7 Completed
Chatbots & assistants
RAG systems & knowledge search
Summarization & question answering
Code generation
Agents & tool calling
Deployment & optimization (quantization, batching, GPUs)
Open-source ecosystem: Hugging Face, vLLM, Ollama
Resources & Documentation0 Resources

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