[FreeCourseSite.com] Udemy - LLM Engineering Master AI & Large Language Models (LLMs)

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

6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/8 -Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4

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

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

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

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

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

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

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

6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/2 -Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4

7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/4 -Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4

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

9 - Week 8 - Build Autonomous multi agent system collaborating with models/4 -Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4

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

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

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

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

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

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

2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/14 -Day 1 - First LLM Experiment Building a Summarization Project.mp4

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

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

2 - Week 1 - Build Your First LLM Product Exploring Top Models & Transformers/9 -Day 1 - Windows Setup Building Your Data Science Environment.mp4

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

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

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

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

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

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

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

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

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

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

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

6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/16 -Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4

6 - Mastering RAG Build Advanced Solutions with Vector Embeddings & LangChain/5 -Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4

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

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

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

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

7 - Week 6 Fine-tuning Frontier Large Language Models with LoRAQLoRA/9 -Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4

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

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

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

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

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

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

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

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

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