Udemy - LLM Engineering Master AI, Large Language Models & Agents (12.2024)

File Name

Size

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/02. See-the-first-section-in-this-README-for-instructions-on-setting-up-Ollama.url

90 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/43. Resources-for-the-course.url

88 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/04. This-webpage-contains-useful-links-and-resources-for-the-8-weeks-ahead-and-is-worth-bookmarking.url

88 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/07. The-repo-for-the-course-including-README.url

70 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/08. The-repo-for-the-course-including-README.url

70 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/09. The-repo-for-the-course-including-README.url

70 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/10. The-repo-for-the-course-including-README.url

70 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/06. This-is-my-LinkedIn-I-always-welcome-connecting-on-LinkedIn-and-Im-always-up-for-questions-and-ideas.url

63 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/external-links/43. I-always-love-connecting-on-LinkedIn-and-staying-in-touch-.url

63 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/14. Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.mp4

140 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/09. Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.mp4

136 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/40. Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4

135 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/39. Day 5 - Creating and Formatting Responses for Brochure Content.mp4

121 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/16. Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.mp4

100 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/38. Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.mp4

96 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/11. Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.mp4

90 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/10. Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs. Anaconda Guide.mp4

89 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/37. Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.mp4

87 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/07. Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.mp4

86 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/13. Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.mp4

73 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/18. Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.mp4

68 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/08. Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.mp4

66 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/28. Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4

64 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/20. Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.mp4

61 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/27. Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.mp4

44 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/26. Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4

33 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/31. Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.mp4

33 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/05. Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.mp4

27 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/36. Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.mp4

26 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/04. Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.mp4

25 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/24. Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.mp4

24 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/34. Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1.5 Flash.mp4

21 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/41. Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.mp4

20 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/17. Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.mp4

19 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/23. Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.mp4

17 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/25. Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.mp4

16 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/33. Day 4 - Navigating AI Model Costs API Pricing vs. Chat Interface Subscriptions.mp4

16 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/32. Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.mp4

15 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/43. Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4

14 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/15. Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.mp4

13 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/06. Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.mp4

13 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/29. Day 4 - Exploring the Journey of AI From Early Models to Transformers.mp4

13 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/35. Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4

12 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/12. Day 1 - Creating a .env File for Storing API Keys Safely.mp4

12 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/42. Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4

11 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/03. Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.mp4

9.8 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/30. Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.mp4

9.5 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/22. Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.mp4

8.5 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/02. Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.mp4

7.8 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/21. Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4

5.2 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/19. Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.mp4

3.7 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/01. Day 1 - Cold Open Jumping Right into LLM Engineering.mp4

2.5 MB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/14. Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.vtt

17 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/09. Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.vtt

16 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/13. Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.vtt

13 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/31. Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.vtt

13 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/40. Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.vtt

12 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/38. Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.vtt

12 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/39. Day 5 - Creating and Formatting Responses for Brochure Content.vtt

11 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/17. Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.vtt

9.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/28. Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.vtt

9.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/20. Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.vtt

9.6 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/08. Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.vtt

9.5 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/16. Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.vtt

9.4 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/11. Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.vtt

9.1 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/07. Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.vtt

8.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/10. Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs. Anaconda Guide.vtt

8.5 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/18. Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.vtt

8.3 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/37. Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.vtt

8.2 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/04. Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.vtt

7.8 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/23. Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.vtt

7.2 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/27. Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.vtt

7.0 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/12. Day 1 - Creating a .env File for Storing API Keys Safely.vtt

6.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/34. Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1.5 Flash.vtt

6.5 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/24. Day 3 - Claude 3.5’s Alignment and Artifact Creation A Deep Dive.vtt

6.4 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/41. Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.vtt

5.9 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/30. Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.vtt

5.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/03. Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.vtt

5.6 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/42. Day 5 - Assignment Developing Your Customized LLM-Based Tutor.vtt

5.5 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/02. Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.vtt

5.4 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/26. Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.vtt

5.4 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/25. Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.vtt

5.3 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/22. Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.vtt

4.9 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/36. Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.vtt

4.2 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/32. Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.vtt

4.2 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/33. Day 4 - Navigating AI Model Costs API Pricing vs. Chat Interface Subscriptions.vtt

3.8 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/43. Day 5 - Wrapping Up Week 1 Achievements and Next Steps.vtt

3.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/35. Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.vtt

3.6 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/29. Day 4 - Exploring the Journey of AI From Early Models to Transformers.vtt

3.6 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/15. Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.vtt

3.6 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/06. Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.vtt

2.9 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/05. Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.vtt

2.7 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/21. Day 3 - Comparing Leading LLMs Strengths and Business Applications.vtt

2.5 kB

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/19. Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.vtt

998 B

01. Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/01. Day 1 - Cold Open Jumping Right into LLM Engineering.vtt

996 B

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/external-links/01. A-reminder-of-the-link-to-the-resources-for-the-course.url

88 B

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/19. Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.mp4

136 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/06. Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4

96 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/14. Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.mp4

94 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/03. Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4

91 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/02. Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4

80 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/11. Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.mp4

62 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/18. Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.mp4

60 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/16. Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.mp4

52 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/21. Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.mp4

44 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/12. Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.mp4

41 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/08. Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4

40 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/10. Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.mp4

38 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/01. Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4

32 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/20. Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.mp4

27 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/15. Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.mp4

24 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/05. Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4

23 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/07. Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4

22 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/13. Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.mp4

12 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/09. Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4

6.4 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/04. Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4

6.1 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/17. Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.mp4

5.5 MB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/02. Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.vtt

22 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/11. Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.vtt

16 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/03. Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.vtt

15 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/06. Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.vtt

15 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/16. Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.vtt

14 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/12. Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.vtt

12 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/08. Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.vtt

11 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/19. Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.vtt

10 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/14. Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.vtt

9.2 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/15. Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.vtt

8.2 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/20. Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.vtt

7.7 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/07. Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.vtt

7.4 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/01. Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.vtt

6.2 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/18. Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.vtt

6.0 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/10. Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.vtt

5.8 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/21. Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.vtt

5.8 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/05. Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.vtt

3.7 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/13. Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.vtt

3.1 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/09. Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.vtt

1.7 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/04. Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.vtt

1.6 kB

02. Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/17. Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.vtt

1.4 kB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/external-links/01. Linked-to-all-colabs-are-in-the-repo-README-and-also-in-the-course-resources-linked-here.url

88 B

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/07. Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4

170 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/02. Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4

164 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/18. Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.mp4

108 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/10. Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3.1 Model.mp4

92 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/11. Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.mp4

92 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/01. Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4

76 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/14. Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4

73 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/15. Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.mp4

53 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/19. Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.mp4

51 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/04. Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4

49 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/09. Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4

42 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/17. Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.mp4

35 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/06. Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4

33 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/13. Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.mp4

30 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/03. Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4

16 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/05. Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4

11 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/08. Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4

7.8 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/16. Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4

6.7 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/12. Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4

3.9 MB

03. Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/14. Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.vtt

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04. Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/27. Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4

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05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/14. Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4

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05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/07. Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4

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05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/03. Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4

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05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/12. Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4

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05. Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/06. Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/14. Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/03. Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/27. Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/24. Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/32. Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/04. Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/23. Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/22. Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/30. Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/06. Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/11. Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/01. Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/15. Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/09. Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/18. Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/29. Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/26. Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/07. Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/28. Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/13. Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/19. Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/17. Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/05. Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/10. Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/16. Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/20. Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/25. Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/21. Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/02. Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/31. Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/12. Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/08. Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/14. Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/04. Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/22. Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/27. Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/24. Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/06. Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/16. Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/30. Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/26. Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/19. Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/17. Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/29. Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/20. Day 3 - Comparing Traditional ML Models From Random to Random Forest.vtt

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06. Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/25. Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.vtt

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07. Fine-tuned open-source model to compete with Frontier in price prediction/20. Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/13. Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3.1 Base Model.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/30. Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/19. Day 3 - Setting Up the Training Process for Fine-Tuning.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/25. Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/28. Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/14. Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/05. Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/01. Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/11. Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/35. Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/08. Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/34. Day 5 - Visualization of Results Did We Beat GPT-4.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/06. Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/12. Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/03. Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/15. Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/29. Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/16. Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/31. Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/23. Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/02. Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4

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07. Fine-tuned open-source model to compete with Frontier in price prediction/04. Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.vtt

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07. Fine-tuned open-source model to compete with Frontier in price prediction/35. Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.vtt

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07. Fine-tuned open-source model to compete with Frontier in price prediction/15. Day 2 - Comparing LLMs GPT-4 vs LLAMA 3.1 in Parameter-Efficient Tuning.vtt

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07. Fine-tuned open-source model to compete with Frontier in price prediction/21. Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.vtt

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07. Fine-tuned open-source model to compete with Frontier in price prediction/32. Day 5 - Revisiting the Podium Comparing Model Performance Metrics.vtt

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07. Fine-tuned open-source model to compete with Frontier in price prediction/09. Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.vtt

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08. Week 8 - Build Autonomous multi agent system collaborating with models/18. Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/05. Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/24. Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/21. Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/27. Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/11. Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/17. Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/31. Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/13. Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/08. Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/07. Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/04. Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/02. Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/25. Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/16. Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/01. Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/09. Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/23. Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4

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08. Week 8 - Build Autonomous multi agent system collaborating with models/28. Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4

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