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GenAI Essentials – Full Course for Beginners

By - freeCodeCamp.org

📚 Course Information

Channel

freeCodeCamp.org

Published On

1/8/2025

📝 Description

Learn the essentials of working with AI in the cloud from @ExamProChannel. This comprehensive course covers the complete generative AI development lifecycle - from fundamental concepts through practical implementation, including prompt engineering, development tools, deployment, optimization, and advanced topics like RAGs and AI agents. More course info: https://www.exampro.co/exp-genai-001 ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp ⭐️ Contents ⭐️ - 00:00:00 Introduction - 00:54:16 AI and ML Fundamentals - 03:02:21 Gen AI Primer - 03:32:55 Data and ML - 03:47:56 LLM Basics - 04:12:22 AI Powered Assistants - 04:24:42 Env Setup - 06:12:17 Prompt Engineering - 07:00:25 WorkBenches and Playgrounds - 07:44:09 Model as a Service - 08:36:26 LLM DevTools and Workflow - 11:52:07 AI Code Assistants - 14:04:37 App Prototyping - 17:21:06 Containers - 18:12:43 Serving - 18:19:51 AI Delivery Platform - 19:40:45 GenAI Hardware - 19:50:21 Framework - 19:51:49 LLM Customization - 19:52:35 SFT - 19:56:25 Size Optimization - 20:26:04 RAGS - 22:21:19 Agents 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

🎯 What You'll Learn

Complete understanding of the topic

Hands-on practical knowledge

Real-world examples and use cases

Industry best practices

⭐ Course Features

🤖

AI Support

24/7 doubt solving

📝

Practice Quiz

Test your knowledge

🏆

Certificate

Course completion

📋 Prerequisites

  • Basic understanding of programming concepts

  • Eagerness to learn and practice

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Course Content

Introduction Section (0 sec - 2 hour 51 min)
1
2 hour 51 min

Introduction Section (0 sec - 2 hour 51 min)

5 Questions Ready
Main Content Section 1 (2 hour 51 min - 5 hour 43 min)
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2 hour 51 min

Main Content Section 1 (2 hour 51 min - 5 hour 43 min)

5 Questions Locked
Main Content Section 2 (5 hour 43 min - 8 hour 35 min)
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2 hour 51 min

Main Content Section 2 (5 hour 43 min - 8 hour 35 min)

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Main Content Section 3 (8 hour 35 min - 11 hour 26 min)
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2 hour 51 min

Main Content Section 3 (8 hour 35 min - 11 hour 26 min)

5 Questions Locked
Main Content Section 4 (11 hour 26 min - 14 hour 18 min)
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2 hour 51 min

Main Content Section 4 (11 hour 26 min - 14 hour 18 min)

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Main Content Section 5 (14 hour 18 min - 17 hour 10 min)
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2 hour 51 min

Main Content Section 5 (14 hour 18 min - 17 hour 10 min)

5 Questions Locked
Main Content Section 6 (17 hour 10 min - 20 hour 2 min)
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2 hour 51 min

Main Content Section 6 (17 hour 10 min - 20 hour 2 min)

5 Questions Locked
Final Section (20 hour 2 min - 22 hour 53 min)
8
2 hour 51 min

Final Section (20 hour 2 min - 22 hour 53 min)

5 Questions Locked