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freeCodeCamp

Generative AI Bootcamp - Complete 65-Hour Course

via freeCodeCamp

Overview

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Embark on a comprehensive 65-hour free bootcamp designed to transform beginners into intermediate Generative AI practitioners through hands-on cloud-based projects. Progress from foundational concepts to practical applications while building a collection of AI-powered Japanese language learning tools. Master Jupyter Notebooks, Python data libraries, model fine-tuning, prompt engineering, and AI agent development across five structured weeks. The curriculum includes specialized sessions on sentence construction with various AI models (Meta AI, ChatGPT, Claude), backend API development, frontend implementation, multimodal applications, and responsible AI practices. Learn from industry experts through fireside chats, practical demonstrations, and guided project development. The bootcamp culminates in building sophisticated applications including visual novels, listening comprehension tools, and transcription systems. Developed by Andrew Brown, this practical course provides all resources through a dedicated website (genai.cloudprojectbootcamp.com) and includes homework submissions to reinforce learning.

Syllabus

- 00:00:00 Intro freeCodeCamp
- 00:03:43 Additional Resources from freeCodeCamp
- 00:04:50 How To Register For Free GenAI Bootcamp
- 00:12:38 Welcome to the Free GenAI Bootcamp
- 00:13:16 Free GenAI Bootcamp Preweek
- 02:13:06 Gen AI Architecting
- 02:34:19 GenAI Fireside Chat with Quincy
- 03:12:10 Japanese Language Primer GenAI Bootcamp
- 04:09:34 Sentence Constructor Tech Spec
- 04:19:42 Sentence Constructor Meta AI
- 05:01:23 Sentence Constructor ChatGPT
- 05:43:59 Sentence Constructor Architecting States
- 06:00:24 Sentence Constructor Anthropic Claude
- 06:37:48 GenAI Sentence Constructor English to Spanish with Guest Instructor Damian Karlson
- 07:00:33 GenAI Solution Architecting with Marko
- 07:29:42 PreWeek Feedback Examples
- 07:58:35 Preweek Homework Submissions
- 08:05:22 Generative AI Security Secrets BUSY Tech People Need to Know
- 08:09:21 Free GenAI Bootcamp Week 1
- 10:10:01 GenAI GovTech with Symoné Fireside Chat
- 10:33:40 Data Primer with Kierra
- 11:35:44 Backend API Writing Backend Frontend Tech Specs
- 12:32:20 Backend API Defining JSON Repsonses and Tasks
- 13:06:19 Backend API Implement Backend with Windsurf
- 13:46:54 Backend API Test Code
- 15:15:22 Frontend with Kristi and Matt
- 16:02:33 Deepseek in AWS Lambda with Gloria
- 16:12:26 OPEA Comps Ollama
- 17:03:50 OPEA Code Explanation
- 17:26:20 OPEA Mega Service
- 18:19:58 Vocab Importer with Brian Hough
- 19:34:31 Week 1 Homework Submissions Example
- 19:45:21 How Do Top Companies Deploy AI in 2025?
- 19:51:36 GenAI Bootcamp Week 2
- 21:54:12 ASL Finger Spelling with Rob Koch and Kemalcan
- 23:00:11 Applied AI Engineer With Ken Collins
- 24:23:35 Kana Writing Practice with Darya Petrashka
- 25:46:28 Listening Comprehension App
- 27:48:49 Learning Comprehension App Audio Generation
- 28:19:28 Torc Developer Profile
- 28:28:59 Responsible AI with Hiromi Ito
- 28:55:08 NA TOP 2 AI Security Mistakes to Avoid in 2025
- 28:56:17 Generating PR Review with CodeRabbit
- 29:18:58 OPEA Troubleshooting Handler
- 32:09:39 Free GenAI Bootcamp Week 3
- 34:13:07 Agents with George and Derek
- 34:50:57 Structured Json Output George and Derek
- 35:38:46 OPEA Continue from Live Stream Resolve Docker Issues
- 35:57:10 OPEA Failed Attempt at vLLM
- 36:43:45 OPEA TTS Microservice
- 37:28:30 OPEA Troubleshoot GPTSoVits
- 38:27:22 Reimplement Song to Vocab Agent
- 39:47:25 Gemini Models with Rohit Ghumare
- 40:29:53 AI Bootcamp Multimodal Visual Language Experience Generator
- 40:59:56 Visual Novel Image Generation
- 42:17:00 Visual Novel Story Design
- 43:01:40 Visual Novel Get Working
- 43:40:33 Visual Novel Major Refactor
- 44:51:20 Visual Novel Fix Global Managers Issues
- 46:14:17 Visual Novel UI Manager and EventBus
- 47:54:41 Visual Novel UI Slider
- 48:33:40 Visual Novel Spacing Origin Containers
- 49:57:19 Visual Novel Scenes and EventBus
- 51:25:06 Visual Novel New Game
- 52:04:09 Visual Novel Dialogue Box
- 53:32:58 Visual Novel DialogueNode Next
- 54:55:24 Visual Novel Adding UIItem
- 55:51:53 Visual Novel Fix Crazy Positioning
- 58:05:57 Visual Novel Tiny Buttons
- 58:48:40 Free GenAI Bootcamp Week 4
- 60:50:34 Free GenAI Bootcamp Week 5
- 62:25:56 Visual Novel Tag
- 62:27:47 WhisperX Word by Word Transcription Part1
- 63:29:38 WhisperX Word by Word Transcription Part2
- 63:51:52 OmniGen Local Failed Attempt
- 64:07:00 OmniGen Replicate and LightingAI
- 64:43:24 GenAI Bootcamp OPEA Agents
- 65:40:11 GenAI Final Submissions Form

Taught by

freeCodeCamp.org

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