zhongziso种子搜
首页
功能
磁力转BT
BT转磁力
使用教程
免责声明
关于
zhongziso
搜索
[FreeCourseSite.com] Udemy - LLM Engineering Master AI & Large Language Models (LLMs)
magnet:?xt=urn:btih:35970109facbb91d58186587d0c01237f3a735d1&dn=[FreeCourseSite.com] Udemy - LLM Engineering Master AI & Large Language Models (LLMs)
磁力链接详情
Hash值:
35970109facbb91d58186587d0c01237f3a735d1
点击数:
4
文件大小:
20.87 GB
文件数量:
225
创建日期:
2025-11-6 03:05
最后访问:
2025-11-6 08:19
访问标签:
FreeCourseSite
com
Udemy
-
LLM
Engineering
Master
AI
&
Large
Language
Models
LLMs
文件列表详情
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/1 -Day 1 - Cold Open Jumping Right into LLM Engineering.mp4 11.49 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/10 -Day 1 - Alternative Setup Using Virtualenv for Python Environment.mp4 86.65 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/11 -Day 1 - Setting Up OpenAI API Connecting to Powerful Frontier Models.mp4 114.95 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/12 -Day 1 - Creating a .env File for Storing API Keys Safely.mp4 66.1 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/13 -Day 1 - Running JupyterLab for Interactive Coding Projects.mp4 131.83 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/14 -Day 1 - First LLM Experiment Building a Summarization Project.mp4 175.17 MB
2 - 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 46.15 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/16 -Day 2 - Recap and Day’s Overview Building on Day 1 Achievements.mp4 97.73 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/17 -Day 2 - Introduction to Frontier LLMs Exploring Cutting-Edge Models.mp4 103.73 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/18 -Day 2 - Exercise Using Python to Call Ollama Locally for Summarization.mp4 86.89 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/19 -Day 2 - Wrapping Up Summarization with OpenAI and Ollama Compared.mp4 10.18 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/2 -Day 1 - Setting Up Ollama Running Your First LLM Locally.mp4 58.52 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/20 -Day 3 - Introduction to Frontier Models Understanding LLM Capabilities.mp4 78.74 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/21 -Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4 20.87 MB
2 - 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 47.74 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/23 -Day 3 - Creativity and Coding Leveraging GPT-4o’s Canvas Feature.mp4 77.95 MB
2 - 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 69.87 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/25 -Day 3 - Insights into Gemini and Cohere Strengths and Limitations.mp4 59.87 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/26 -Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4 58.11 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/27 -Day 3 - Wrapping Up Day 3 Key Learnings and Comparative Analysis.mp4 75.54 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/28 -Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4 110.16 MB
2 - 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 43.61 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/3 -Day 1 - Exploring Ollama and Building a Language Tutor.mp4 50.35 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/30 -Day 4 - Understanding LLM Parameters From Weights to Model Complexity.mp4 51.9 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/31 -Day 4 - Tokens Explained The Building Blocks of LLM Input and Output.mp4 114.52 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/32 -Day 4 - The Context Window Managing Conversation Length in LLMs.mp4 53.58 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/33 -Day 4 - API Costs Demystified Budgeting for Your LLM Projects.mp4 46.44 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/34 -Day 4 - Comparing Model Costs and Context Window Capabilities.mp4 63.43 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/35 -Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4 44.36 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/36 -Day 5 - Kicking Off Day 5 Overview of Brochure Project and Objectives.mp4 44.4 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/37 -Day 5 - Back to JupyterLab Preparing for the Business Brochure Project.mp4 85.38 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/38 -Day 5 - Gathering Information from Web Links Using LLMs.mp4 120.61 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/39 -Day 5 - Creating and Formatting Responses for Brochure Content.mp4 119 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/4 -Day 1 - Overview of the 8-Week LLM Engineering Journey.mp4 86.72 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/40 -Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4 132.54 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/41 -Day 5 - Challenge Enhancing the Project with Multi-shot Prompting.mp4 65.43 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/42 -Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4 48.24 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/43 -Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4 47.36 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/5 -Day 1 - Commercial Projects and Exercises Applying Your Skills.mp4 26.71 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/6 -Day 1 - Introduction to Your Instructor Ed Donner’s Background.mp4 38.08 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/7 -Day 1 - Starting Your LLM Environment Setup.mp4 84.69 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/8 -Day 1 - Mac Setup Creating a Data Science Environment with Anaconda.mp4 84.79 MB
2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/9 -Day 1 - Windows Setup Building Your Data Science Environment.mp4 171.11 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/1 -Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4 60.63 MB
3 - 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 65.93 MB
3 - 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 189.16 MB
3 - 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 166.83 MB
3 - 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 40.86 MB
3 - 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 117.64 MB
3 - 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 93.11 MB
3 - 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 145.87 MB
3 - 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 19.64 MB
3 - 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 75.9 MB
3 - 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 132.67 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/2 -Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4 236.19 MB
3 - 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 106.29 MB
3 - 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 75.12 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/3 -Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4 158.96 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/4 -Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4 21.78 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/5 -Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4 40.9 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/6 -Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4 179.96 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/7 -Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4 100.44 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/8 -Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4 134.46 MB
3 - Week 2 - Build a Multi-Modal Chatbot LLMs, Gradio UI, and Agents in Action/9 -Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4 22.29 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/1 -Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4 137.74 MB
4 - 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 179.32 MB
4 - 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 172.53 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/12 -Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4 13.55 MB
4 - 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 50.54 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/14 -Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4 229.5 MB
4 - 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 169.41 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/16 -Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4 24.66 MB
4 - 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 44.52 MB
4 - 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 196.31 MB
4 - 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 90.99 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/2 -Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4 207.53 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/3 -Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4 53.97 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/4 -Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4 171.77 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/5 -Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4 31.48 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/6 -Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4 61.48 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/7 -Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4 213.51 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/8 -Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4 27.6 MB
4 - Week 3 - Open-Source Gen AI Building Automated Solutions with HuggingFace/9 -Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4 78.57 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/1 -Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.mp4 175.48 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/10 -Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.mp4 96.24 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/11 -Day 2 - Commercial Applications of Large Language Models From Law to Education.mp4 92.51 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/12 -Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.mp4 57.78 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/13 -Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.mp4 36.74 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/14 -Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3.5 Sonnet.mp4 111.61 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/15 -Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3.5.mp4 126.89 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/16 -Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.mp4 77.55 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/17 -Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.mp4 67.79 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/18 -Day 3 - Building a Gradio UI for Code Generation with Large Language Models.mp4 59.68 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/19 -Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.mp4 92.21 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/2 -Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.mp4 66.9 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/20 -Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.mp4 73.2 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/21 -Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.mp4 37.82 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/22 -Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.mp4 107.61 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/23 -Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.mp4 95.93 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/24 -Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.mp4 177.59 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/25 -Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.mp4 30.36 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/26 -Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 156.41 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/27 -Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4 138.39 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/3 -Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.mp4 98.15 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/4 -Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.mp4 62.45 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/5 -Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.mp4 130.47 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/6 -Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.mp4 29.14 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/7 -Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.mp4 74.42 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/8 -Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.mp4 138.07 MB
5 - Week 4 - LLM Showdown Evaluating Models for Code Generation & Business Tasks/9 -Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.mp4 158.83 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/1 -Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.mp4 82.16 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/10 -Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.mp4 133.43 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/11 -Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4 31.19 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/12 -Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.mp4 17.74 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/13 -Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.mp4 52.84 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/14 -Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4 110.9 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/15 -Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.mp4 35.22 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/16 -Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4 155.19 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/17 -Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.mp4 115.74 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/2 -Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4 203.57 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/3 -Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4 119.86 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/4 -Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.mp4 44.22 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/5 -Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4 152.91 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/6 -Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4 18.56 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/7 -Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4 63.23 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/8 -Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4 249.36 MB
6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/9 -Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.mp4 32.87 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/1 -Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4 152.17 MB
7 - 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 152.06 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/11 -Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4 164.71 MB
7 - 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 27.54 MB
7 - 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 117.65 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/14 -Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4 229.71 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/15 -Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4 114.87 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/16 -Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4 92.75 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/17 -Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4 75.53 MB
7 - 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 105.94 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/19 -Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4 78.2 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/2 -Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4 86.16 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/20 -Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4 47.52 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/21 -Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4 28.4 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/22 -Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4 147.28 MB
7 - 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 145.7 MB
7 - 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 128.65 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/25 -Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4 50.86 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/26 -Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4 89.99 MB
7 - 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 160.03 MB
7 - 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 113.2 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/29 -Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4 72.38 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/3 -Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4 163.78 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/30 -Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4 104.85 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/31 -Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4 22.48 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/32 -Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4 160.32 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/4 -Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4 201.51 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/5 -Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 101.48 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/6 -Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4 126.26 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/7 -Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4 124.71 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/8 -Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4 29.05 MB
7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/9 -Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4 149.3 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/1 -Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4 59.91 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/10 -Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.mp4 104.56 MB
8 - 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 96.53 MB
8 - 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 78.52 MB
8 - 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 120.5 MB
8 - 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 79.29 MB
8 - 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 40.33 MB
8 - 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 137.03 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/17 -Day 3 - Understanding Epochs and Batch Sizes in Model Training.mp4 66.13 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/18 -Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.mp4 79.95 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/19 -Day 3 - Setting Up the Training Process for Fine-Tuning.mp4 215.06 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/2 -Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4 92.29 MB
8 - 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 120.76 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/21 -Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.mp4 46.27 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/22 -Day 3 - Monitoring and Managing Training with Weights & Biases.mp4 34.31 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/23 -Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4 31.77 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/24 -Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.mp4 82.56 MB
8 - 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 206.7 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/26 -Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.mp4 167.58 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/27 -Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.mp4 31.06 MB
8 - 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 70.56 MB
8 - 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 107.59 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/3 -Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4 84.65 MB
8 - 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 115.8 MB
8 - 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 74.65 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/32 -Day 5 - Revisiting the Podium Comparing Model Performance Metrics.mp4 32.97 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/33 -Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.mp4 162.09 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/34 -Day 5 - Visualization of Results Did We Beat GPT-4.mp4 37.08 MB
8 - 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 57.61 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/4 -Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.mp4 58.77 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/5 -Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4 115.16 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/6 -Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4 47.77 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/7 -Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.mp4 46.48 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/8 -Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4 92.36 MB
8 - Fine-tuned open-source model to compete with Frontier in price prediction/9 -Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.mp4 27.45 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/1 -Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4 53.83 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/10 -Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.mp4 38.68 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/11 -Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4 110.51 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/12 -Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.mp4 98.16 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/13 -Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4 96.72 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/14 -Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.mp4 126.67 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/15 -Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.mp4 30.82 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/16 -Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4 66.11 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/17 -Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4 150.14 MB
9 - 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 152.14 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/19 -Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.mp4 38.51 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/2 -Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4 95.45 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/20 -Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.mp4 30.09 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/21 -Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4 147.57 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/22 -Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.mp4 118.93 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/23 -Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4 107.47 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/24 -Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4 200.69 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/25 -Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4 68.58 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/26 -Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.mp4 42.84 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/27 -Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4 134.77 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/28 -Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4 100.13 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/29 -Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.mp4 62.18 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/3 -Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.mp4 80.72 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/30 -Day 5 - Analyzing Results Monitoring Agent Framework Performance.mp4 34.32 MB
9 - 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 76.84 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/4 -Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4 196.53 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/5 -Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.mp4 249.5 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/6 -Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.mp4 48.55 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/7 -Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.mp4 84.97 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/8 -Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.mp4 130.09 MB
9 - Week 8 - Build Autonomous multi agent system collaborating with models/9 -Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.mp4 70.78 MB
其他位置