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10- Hour LLM Fundamentals | Towards AI Academy

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Free Download 10-Hour LLM Fundamentals | Towards AI Academy
Released 7/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 8h 44m | Size: 2.61 GB
Understand, build, evaluate, automate, and maintain robust LLM solutions​

Build LLM-First Systems: When to Prompt, RAG, Fine-Tune, or Deploy Agents
Learn what to use, when-and why It works
Learn to Use LLMs for Your Domain
Understand how these models work, how to compare them, how to interact with them, and when to use them. Get insights into "agents" (workflows), domain-specific projects with practical case studies to help choose the best solution for a given scenario (tailored to you).
Understand the Core LLM Developer Toolkit
Adopt customization, databases, retrieval, frameworks, fine-tuning, evaluations, and more into your daily workflows: the core skills needed to customize LLMs to specific industries and tasks and to improve reliability and usability.
Turn Your Ideas into AI-powered Products
Gain actionable insights, understand how to replicate this success in your own context, and develop the intuition for techniques like distillation, quantization, RLHF, and robust defenses against prompt-hacking to ensure reliable deployments.
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https://academy.towardsai.net/courses/llm-primer

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