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From Recipe to Chef - Become an LLM Engineer

Master Language Models from Scratch with a Culinary Twist on AI Engineering

Vivian Aranha

Created by Vivian Aranha

Explore the world of large language models through a creative culinary approach that makes complex AI topics approachable and practical. Move from foundational concepts to advanced skills in training, prompt engineering, and deploying language models for real-world applications.

Packt | May 2025 | 290 min

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LevelBeginner
CategoriesLLM Engineering, Natural Language Text Processing and Generation, Python

What You Will Learn

You'll start with intuitive analogies that make technical ideas easy to grasp, then shift to building real projects using tools like Hugging Face and Streamlit. Each topic is reinforced through practical exercises, helping you develop job-ready skills as you progress.

Key Features

  • Gain hands-on experience training and fine-tuning language models using industry tools
  • Master prompt engineering techniques to get precise and useful outputs from LLMs
  • Learn to deploy, monitor, and improve LLM-powered applications for real-world use

Target Audience

Perfect for developers, data scientists, and AI enthusiasts with basic Python skills who want to break into language model engineering. If you're eager to build, deploy, and refine AI-powered apps-even without prior machine learning experience-this course will guide you step by step.

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