Generative AI Bootcamp – Complete 65-Hour Course

Опубликовано: 09 Май 2025
на канале: freeCodeCamp.org

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This free GenAI Bootcamp is designed to equip you with foundational and practical knowledge for working with AI in the cloud. It caters to all skill levels, taking you from an absolute beginner to an intermediate understanding of Generative AI concepts and applications. You will engage in hands-on programming, exploring topics like Jupyter Notebooks, Python data libraries, model fine-tuning, prompt engineering, and building AI agents. As a core project, you'll develop a collection of AI-powered learning applications for a Japanese Language Learning School.

https://genai.cloudprojectbootcamp.com/

Developed by Andrew Brown.

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