12-29-2024, 09:29 PM
![[Image: 537368816_que-es-udemy-analisis-opiniones.jpg]](https://img100.pixhost.to/images/404/537368816_que-es-udemy-analisis-opiniones.jpg)
11.71 GB | 17min 41s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
01 Day 1 - Cold Open Jumping Right into LLM Engineering.mp4 (2.51 MB)
02 Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.mp4 (7.77 MB)
03 Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.mp4 (9.78 MB)
04 Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.mp4 (24.93 MB)
05 Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.mp4 (27.41 MB)
06 Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.mp4 (13.13 MB)
07 Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.mp4 (86.48 MB)
08 Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.mp4 (65.54 MB)
09 Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.mp4 (135.46 MB)
10 Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs Anaconda Guide.mp4 (88.59 MB)
11 Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.mp4 (89.86 MB)
12 Day 1 - Creating a env File for Storing API Keys Safely.mp4 (11.66 MB)
13 Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.mp4 (72.91 MB)
14 Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.mp4 (139.87 MB)
15 Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.mp4 (13.22 MB)
16 Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.mp4 (99.7 MB)
17 Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.mp4 (19.19 MB)
18 Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.mp4 (68.28 MB)
19 Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.mp4 (3.69 MB)
20 Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.mp4 (61.31 MB)
21 Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4 (5.18 MB)
22 Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.mp4 (8.51 MB)
23 Day 3 - Creativity and Coding Leveraging GPT-4o's Canvas Feature.mp4 (16.72 MB)
24 Day 3 - Claude 3 5's Alignment and Artifact Creation A Deep Dive.mp4 (24.5 MB)
25 Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.mp4 (16.37 MB)
26 Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4 (33.4 MB)
27 Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.mp4 (43.5 MB)
28 Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4 (64.04 MB)
29 Day 4 - Exploring the Journey of AI From Early Models to Transformers.mp4 (12.56 MB)
30 Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.mp4 (9.49 MB)
31 Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.mp4 (33.1 MB)
32 Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.mp4 (15.33 MB)
33 Day 4 - Navigating AI Model Costs API Pricing vs Chat Interface Subscriptions.mp4 (16.34 MB)
34 Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1 5 Flash.mp4 (21.21 MB)
35 Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4 (12.48 MB)
36 Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.mp4 (25.68 MB)
37 Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.mp4 (87.04 MB)
38 Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.mp4 (96.41 MB)
39 Day 5 - Creating and Formatting Responses for Brochure Content.mp4 (120.83 MB)
40 Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4 (135.28 MB)
41 Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.mp4 (19.92 MB)
42 Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4 (11.24 MB)
43 Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4 (13.47 MB)
01 Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4 (32.07 MB)
02 Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4 (79.76 MB)
03 Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4 (91.12 MB)
04 Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4 (6.07 MB)
05 Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4 (22.87 MB)
06 Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4 (96.43 MB)
07 Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4 (22.52 MB)
08 Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4 (39.9 MB)
09 Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4 (6.41 MB)
10 Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.mp4 (37.63 MB)
11 Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.mp4 (61.82 MB)
12 Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.mp4 (40.56 MB)
13 Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.mp4 (12.18 MB)
14 Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.mp4 (93.48 MB)
15 Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.mp4 (24.09 MB)
16 Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.mp4 (51.68 MB)
17 Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.mp4 (5.52 MB)
18 Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.mp4 (60.37 MB)
19 Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.mp4 (136.54 MB)
20 Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.mp4 (27.45 MB)
21 Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.mp4 (44.02 MB)
01 Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4 (75.97 MB)
02 Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4 (164.37 MB)
03 Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4 (15.48 MB)
04 Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4 (49.36 MB)
05 Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4 (11.24 MB)
06 Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4 (32.76 MB)
07 Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4 (169.68 MB)
08 Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4 (7.78 MB)
09 Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4 (42.55 MB)
10 Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3 1 Model.mp4 (92.13 MB)
11 Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.mp4 (91.82 MB)
12 Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4 (3.93 MB)
13 Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.mp4 (29.58 MB)
14 Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4 (72.71 MB)
15 Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.mp4 (53.44 MB)
16 Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4 (6.7 MB)
17 Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.mp4 (35.05 MB)
18 Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.mp4 (108.15 MB)
19 Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.mp4 (51.22 MB)
01 Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.mp4 (138.48 MB)
02 Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.mp4 (21.05 MB)
03 Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.mp4 (58.69 MB)
04 Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.mp4 (34.16 MB)
05 Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.mp4 (46.15 MB)
06 Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.mp4 (8.38 MB)
07 Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.mp4 (43.3 MB)
08 Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.mp4 (75.36 MB)
09 Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.mp4 (44.17 MB)
10 Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.mp4 (28.7 MB)
11 Day 2 - Commercial Applications of Large Language Models From Law to Education.mp4 (49.57 MB)
12 Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.mp4 (31.82 MB)
13 Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.mp4 (28.98 MB)
14 Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3 5 Sonnet.mp4 (39.92 MB)
15 Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3 5.mp4 (31.62 MB)
16 Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.mp4 (23.49 MB)
17 Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.mp4 (18.32 MB)
18 Day 3 - Building a Gradio UI for Code Generation with Large Language Models.mp4 (19.32 MB)
19 Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.mp4 (32.46 MB)
20 Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.mp4 (40.46 MB)
21 Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.mp4 (30.06 MB)
22 Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.mp4 (31.04 MB)
23 Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.mp4 (56.02 MB)
24 Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.mp4 (92.87 MB)
25 Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.mp4 (10.98 MB)
26 Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 (122 MB)
27 Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4 (78.44 MB)
01 Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.mp4 (47.88 MB)
02 Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4 (160.22 MB)
03 Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4 (43.48 MB)
04 Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.mp4 (24.63 MB)
05 Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4 (155.53 MB)
06 Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4 (5.38 MB)
07 Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4 (48.98 MB)
08 Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4 (255.85 MB)
09 Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.mp4 (18.89 MB)
10 Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.mp4 (41 MB)
11 Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.mp4 (77.43 MB)
12 Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4 (17.59 MB)
13 Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.mp4 (10.37 MB)
14 Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4 (63.31 MB)
15 Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.mp4 (9.26 MB)
16 Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4 (86.44 MB)
17 Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.mp4 (67.51 MB)
01 Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4 (91.04 MB)
02 Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4 (18.86 MB)
03 Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4 (168.16 MB)
04 Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4 (116.63 MB)
05 Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 (53.87 MB)
06 Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4 (100.59 MB)
07 Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4 (69.09 MB)
08 Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4 (5.43 MB)
09 Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4 (82.84 MB)
10 Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.mp4 (52.16 MB)
11 Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4 (95.31 MB)
12 Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.mp4 (7.8 MB)
13 Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.mp4 (64.51 MB)
14 Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4 (235.84 MB)
15 Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4 (89.46 MB)
16 Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4 (52.09 MB)
17 Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4 (58.88 MB)
18 Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.mp4 (82.4 MB)
19 Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4 (60.7 MB)
20 Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4 (26.54 MB)
21 Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4 (22.48 MB)
22 Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4 (115.03 MB)
23 Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.mp4 (115.1 MB)
24 Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.mp4 (132.05 MB)
25 Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4 (26.03 MB)
26 Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4 (71.55 MB)
27 Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).mp4 (163.5 MB)
28 Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.mp4 (65.09 MB)
29 Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4 (74.19 MB)
30 Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4 (107.41 MB)
31 Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4 (12.86 MB)
32 Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4 (127.63 MB)
01 Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4 (33.74 MB)
02 Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4 (17.07 MB)
03 Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4 (23.89 MB)
04 Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.mp4 (11.07 MB)
05 Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4 (42.42 MB)
06 Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4 (27.97 MB)
07 Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.mp4 (11.06 MB)
08 Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4 (28.75 MB)
09 Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.mp4 (7.99 MB)
10 Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.mp4 (60.74 MB)
11 Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.mp4 (33.64 MB)
12 Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.mp4 (25.31 MB)
13 Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3 1 Base Model.mp4 (69.83 MB)
14 Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.mp4 (43.72 MB)
15 Day 2 - Comparing LLMs GPT-4 vs LLAMA 3 1 in Parameter-Efficient Tuning.mp4 (21.99 MB)
16 Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.mp4 (21.57 MB)
17 Day 3 - Understanding Epochs and Batch Sizes in Model Training.mp4 (9.39 MB)
18 Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.mp4 (12.22 MB)
19 Day 3 - Setting Up the Training Process for Fine-Tuning.mp4 (66.9 MB)
20 Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.mp4 (69.97 MB)
21 Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.mp4 (14.64 MB)
22 Day 3 - Monitoring and Managing Training with Weights & Biases.mp4 (9.91 MB)
23 Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4 (18.26 MB)
24 Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.mp4 (47.84 MB)
25 Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.mp4 (56.46 MB)
26 Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.mp4 (56.54 MB)
27 Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.mp4 (9.17 MB)
28 Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.mp4 (53.59 MB)
29 Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.mp4 (21.89 MB)
30 Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.mp4 (68 MB)
31 Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.mp4 (20.43 MB)
32 Day 5 - Revisiting the Podium Comparing Model Performance Metrics.mp4 (6.19 MB)
33 Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.mp4 (93.48 MB)
34 Day 5 - Visualization of Results Did We Beat GPT-4.mp4 (28.36 MB)
35 Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.mp4 (30.34 MB)
01 Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4 (41.88 MB)
02 Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4 (54.23 MB)
03 Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.mp4 (16.76 MB)
04 Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4 (61.18 MB)
05 Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.mp4 (147.52 MB)
06 Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.mp4 (15.88 MB)
07 Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.mp4 (66.7 MB)
08 Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.mp4 (75.89 MB)
09 Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.mp4 (41.38 MB)
10 Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.mp4 (39.63 MB)
11 Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4 (88.47 MB)
12 Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.mp4 (77.76 MB)
13 Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4 (76.71 MB)
14 Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.mp4 (99.33 MB)
15 Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.mp4 (17.62 MB)
16 Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4 (52.7 MB)
17 Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4 (88.08 MB)
18 Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.mp4 (154.91 MB)
19 Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.mp4 (22.36 MB)
20 Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.mp4 (10.04 MB)
21 Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4 (114.88 MB)
22 Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.mp4 (36.79 MB)
23 Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4 (40.37 MB)
24 Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4 (118.46 MB)
25 Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4 (53.93 MB)
26 Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.mp4 (23.35 MB)
27 Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4 (106.73 MB)
28 Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4 (37.29 MB)
29 Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.mp4 (22.08 MB)
30 Day 5 - Analyzing Results Monitoring Agent Framework Performance.mp4 (10.13 MB)
31 Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.mp4 (78.17 MB)]
Screenshot
![[Image: 5aGXmcHr_o.jpg]](https://images2.imgbox.com/97/6d/5aGXmcHr_o.jpg)
01 Day 1 - Cold Open Jumping Right into LLM Engineering.mp4 (2.51 MB)
02 Day 1 - Setting Up Ollama for Local LLM Deployment on Windows and Mac.mp4 (7.77 MB)
03 Day 1 - Unleashing the Power of Local LLMs Build Spanish Tutor Using Ollama.mp4 (9.78 MB)
04 Day 1 - LLM Engineering Roadmap From Beginner to Master in 8 Weeks.mp4 (24.93 MB)
05 Day 1 - Building LLM Applications Chatbots, RAG, and Agentic AI Projects.mp4 (27.41 MB)
06 Day 1 - From Wall Street to AI Ed Donner's Path to Becoming an LLM Engineer.mp4 (13.13 MB)
07 Day 1 - Setting Up Your LLM Development Environment Tools and Best Practices.mp4 (86.48 MB)
08 Day 1 - Mac Setup Guide Jupyter Lab and Conda for LLM Projects.mp4 (65.54 MB)
09 Day 1 - Setting Up Anaconda for LLM Engineering Windows Installation Guide.mp4 (135.46 MB)
10 Day 1 - Alternative Python Setup for LLM Projects Virtualenv vs Anaconda Guide.mp4 (88.59 MB)
11 Day 1- Setting Up OpenAI API for LLM Development Keys, Pricing & Best Practices.mp4 (89.86 MB)
12 Day 1 - Creating a env File for Storing API Keys Safely.mp4 (11.66 MB)
13 Day 1- Instant Gratification Project Creating an AI-Powered Web Page Summarizer.mp4 (72.91 MB)
14 Day 1 - Implementing Text Summarization Using OpenAI's GPT-4 and Beautiful Soup.mp4 (139.87 MB)
15 Day 1 - Wrapping Up Day 1 Key Takeaways and Next Steps in LLM Engineering.mp4 (13.22 MB)
16 Day 2 - Mastering LLM Engineering Key Skills and Tools for AI Development.mp4 (99.7 MB)
17 Day 2 - Understanding Frontier Models GPT, Claude, and Open Source LLMs.mp4 (19.19 MB)
18 Day 2 - How to Use Ollama for Local LLM Inference Python Tutorial with Jupyter.mp4 (68.28 MB)
19 Day 2 - Hands-On LLM Task Comparing OpenAI and Ollama for Text Summarization.mp4 (3.69 MB)
20 Day 3 - Frontier AI Models Comparing GPT-4, Claude, Gemini, and LLAMA.mp4 (61.31 MB)
21 Day 3 - Comparing Leading LLMs Strengths and Business Applications.mp4 (5.18 MB)
22 Day 3 - Exploring GPT-4o vs O1 Preview Key Differences in Performance.mp4 (8.51 MB)
23 Day 3 - Creativity and Coding Leveraging GPT-4o's Canvas Feature.mp4 (16.72 MB)
24 Day 3 - Claude 3 5's Alignment and Artifact Creation A Deep Dive.mp4 (24.5 MB)
25 Day 3 - AI Model Comparison Gemini vs Cohere for Whimsical and Analytical Tasks.mp4 (16.37 MB)
26 Day 3 - Evaluating Meta AI and Perplexity Nuances of Model Outputs.mp4 (33.4 MB)
27 Day 3 - LLM Leadership Challenge Evaluating AI Models Through Creative Prompts.mp4 (43.5 MB)
28 Day 4 - Revealing the Leadership Winner A Fun LLM Challenge.mp4 (64.04 MB)
29 Day 4 - Exploring the Journey of AI From Early Models to Transformers.mp4 (12.56 MB)
30 Day 4 - Understanding LLM Parameters From GPT-1 to Trillion-Weight Models.mp4 (9.49 MB)
31 Day 4 - GPT Tokenization Explained How Large Language Models Process Text Input.mp4 (33.1 MB)
32 Day 4 - How Context Windows Impact AI Language Models Token Limits Explained.mp4 (15.33 MB)
33 Day 4 - Navigating AI Model Costs API Pricing vs Chat Interface Subscriptions.mp4 (16.34 MB)
34 Day 4 - Comparing LLM Context Windows GPT-4 vs Claude vs Gemini 1 5 Flash.mp4 (21.21 MB)
35 Day 4 - Wrapping Up Day 4 Key Takeaways and Practical Insights.mp4 (12.48 MB)
36 Day 5 - Building AI-Powered Marketing Brochures with OpenAI API and Python.mp4 (25.68 MB)
37 Day 5 - JupyterLab Tutorial Web Scraping for AI-Powered Company Brochures.mp4 (87.04 MB)
38 Day 5 - Structured Outputs in LLMs Optimizing JSON Responses for AI Projects.mp4 (96.41 MB)
39 Day 5 - Creating and Formatting Responses for Brochure Content.mp4 (120.83 MB)
40 Day 5 - Final Adjustments Optimizing Markdown and Streaming in JupyterLab.mp4 (135.28 MB)
41 Day 5 - Mastering Multi-Shot Prompting Enhancing LLM Reliability in AI Projects.mp4 (19.92 MB)
42 Day 5 - Assignment Developing Your Customized LLM-Based Tutor.mp4 (11.24 MB)
43 Day 5 - Wrapping Up Week 1 Achievements and Next Steps.mp4 (13.47 MB)
01 Day 1 - Mastering Multiple AI APIs OpenAI, Claude, and Gemini for LLM Engineers.mp4 (32.07 MB)
02 Day 1 - Streaming AI Responses Implementing Real-Time LLM Output in Python.mp4 (79.76 MB)
03 Day 1 - How to Create Adversarial AI Conversations Using OpenAI and Claude APIs.mp4 (91.12 MB)
04 Day 1 - AI Tools Exploring Transformers & Frontier LLMs for Developers.mp4 (6.07 MB)
05 Day 2 - Building AI UIs with Gradio Quick Prototyping for LLM Engineers.mp4 (22.87 MB)
06 Day 2 - Gradio Tutorial Create Interactive AI Interfaces for OpenAI GPT Models.mp4 (96.43 MB)
07 Day 2 - Implementing Streaming Responses with GPT and Claude in Gradio UI.mp4 (22.52 MB)
08 Day 2 - Building a Multi-Model AI Chat Interface with Gradio GPT vs Claude.mp4 (39.9 MB)
09 Day 2 - Building Advanced AI UIs From OpenAI API to Chat Interfaces with Gradio.mp4 (6.41 MB)
10 Day 3 - Building AI Chatbots Mastering Gradio for Customer Support Assistants.mp4 (37.63 MB)
11 Day 3 - Build a Conversational AI Chatbot with OpenAI & Gradio Step-by-Step.mp4 (61.82 MB)
12 Day 3 - Enhancing Chatbots with Multi-Shot Prompting and Context Enrichment.mp4 (40.56 MB)
13 Day 3 - Mastering AI Tools Empowering LLMs to Run Code on Your Machine.mp4 (12.18 MB)
14 Day 4 - Using AI Tools with LLMs Enhancing Large Language Model Capabilities.mp4 (93.48 MB)
15 Day 4 - Building an AI Airline Assistant Implementing Tools with OpenAI GPT-4.mp4 (24.09 MB)
16 Day 4 - How to Equip LLMs with Custom Tools OpenAI Function Calling Tutorial.mp4 (51.68 MB)
17 Day 4 - Mastering AI Tools Building Advanced LLM-Powered Assistants with APIs.mp4 (5.52 MB)
18 Day 5 - Multimodal AI Assistants Integrating Image and Sound Generation.mp4 (60.37 MB)
19 Day 5 - Multimodal AI Integrating DALL-E 3 Image Generation in JupyterLab.mp4 (136.54 MB)
20 Day 5 - Build a Multimodal AI Agent Integrating Audio & Image Tools.mp4 (27.45 MB)
21 Day 5 - How to Build a Multimodal AI Assistant Integrating Tools and Agents.mp4 (44.02 MB)
01 Day 1 - Hugging Face Tutorial Exploring Open-Source AI Models and Datasets.mp4 (75.97 MB)
02 Day 1 - Exploring HuggingFace Hub Models, Datasets & Spaces for AI Developers.mp4 (164.37 MB)
03 Day 1 - Intro to Google Colab Cloud Jupyter Notebooks for Machine Learning.mp4 (15.48 MB)
04 Day 1 - Hugging Face Integration with Google Colab Secrets and API Keys Setup.mp4 (49.36 MB)
05 Day 1 - Mastering Google Colab Run Open-Source AI Models with Hugging Face.mp4 (11.24 MB)
06 Day 2 - Hugging Face Transformers Using Pipelines for AI Tasks in Python.mp4 (32.76 MB)
07 Day 2 - Hugging Face Pipelines Simplifying AI Tasks with Transformers Library.mp4 (169.68 MB)
08 Day 2 - Mastering HuggingFace Pipelines Efficient AI Inference for ML Tasks.mp4 (7.78 MB)
09 Day 3 - Exploring Tokenizers in Open-Source AI Llama, Phi-2, Qwen, & Starcoder.mp4 (42.55 MB)
10 Day 3 - Tokenization Techniques in AI Using AutoTokenizer with LLAMA 3 1 Model.mp4 (92.13 MB)
11 Day 3 - Comparing Tokenizers Llama, PHI-3, and QWEN2 for Open-Source AI Models.mp4 (91.82 MB)
12 Day 3 - Hugging Face Tokenizers Preparing for Advanced AI Text Generation.mp4 (3.93 MB)
13 Day 4 - Hugging Face Model Class Running Inference on Open-Source AI Models.mp4 (29.58 MB)
14 Day 4 - Hugging Face Transformers Loading & Quantizing LLMs with Bits & Bytes.mp4 (72.71 MB)
15 Day 4 - Hugging Face Transformers Generating Jokes with Open-Source AI Models.mp4 (53.44 MB)
16 Day 4 - Mastering Hugging Face Transformers Models, Pipelines, and Tokenizers.mp4 (6.7 MB)
17 Day 5 - Combining Frontier & Open-Source Models for Audio-to-Text Summarization.mp4 (35.05 MB)
18 Day 5 - Using Hugging Face & OpenAI for AI-Powered Meeting Minutes Generation.mp4 (108.15 MB)
19 Day 5 - Build a Synthetic Test Data Generator Open-Source AI Model for Business.mp4 (51.22 MB)
01 Day 1 - How to Choose the Right LLM Comparing Open and Closed Source Models.mp4 (138.48 MB)
02 Day 1 - Chinchilla Scaling Law Optimizing LLM Parameters and Training Data Size.mp4 (21.05 MB)
03 Day 1 - Limitations of LLM Benchmarks Overfitting and Training Data Leakage.mp4 (58.69 MB)
04 Day 1 - Evaluating Large Language Models 6 Next-Level Benchmarks Unveiled.mp4 (34.16 MB)
05 Day 1 - HuggingFace OpenLLM Leaderboard Comparing Open-Source Language Models.mp4 (46.15 MB)
06 Day 1 - Master LLM Leaderboards Comparing Open Source and Closed Source Models.mp4 (8.38 MB)
07 Day 2 - Comparing LLMs Top 6 Leaderboards for Evaluating Language Models.mp4 (43.3 MB)
08 Day 2 - Specialized LLM Leaderboards Finding the Best Model for Your Use Case.mp4 (75.36 MB)
09 Day 2 - LLAMA vs GPT-4 Benchmarking Large Language Models for Code Generation.mp4 (44.17 MB)
10 Day 2 - Human-Rated Language Models Understanding the LM Sys Chatbot Arena.mp4 (28.7 MB)
11 Day 2 - Commercial Applications of Large Language Models From Law to Education.mp4 (49.57 MB)
12 Day 2 - Comparing Frontier and Open-Source LLMs for Code Conversion Projects.mp4 (31.82 MB)
13 Day 3 - Leveraging Frontier Models for High-Performance Code Generation in C++.mp4 (28.98 MB)
14 Day 3 - Comparing Top LLMs for Code Generation GPT-4 vs Claude 3 5 Sonnet.mp4 (39.92 MB)
15 Day 3 - Optimizing Python Code with Large Language Models GPT-4 vs Claude 3 5.mp4 (31.62 MB)
16 Day 3 - Code Generation Pitfalls When Large Language Models Produce Errors.mp4 (23.49 MB)
17 Day 3 - Blazing Fast Code Generation How Claude Outperforms Python by 13,000x.mp4 (18.32 MB)
18 Day 3 - Building a Gradio UI for Code Generation with Large Language Models.mp4 (19.32 MB)
19 Day 3 - Optimizing C++ Code Generation Comparing GPT and Claude Performance.mp4 (32.46 MB)
20 Day 3 - Comparing GPT-4 and Claude for Code Generation Performance Benchmarks.mp4 (40.46 MB)
21 Day 4 - Open Source LLMs for Code Generation Hugging Face Endpoints Explored.mp4 (30.06 MB)
22 Day 4 - How to Use HuggingFace Inference Endpoints for Code Generation Models.mp4 (31.04 MB)
23 Day 4 - Integrating Open-Source Models with Frontier LLMs for Code Generation.mp4 (56.02 MB)
24 Day 4 - Comparing Code Generation GPT-4, Claude, and CodeQuen LLMs.mp4 (92.87 MB)
25 Day 4 - Mastering Code Generation with LLMs Techniques and Model Selection.mp4 (10.98 MB)
26 Day 5 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 (122 MB)
27 Day 5 - Mastering LLM Code Generation Advanced Challenges for Python Developers.mp4 (78.44 MB)
01 Day 1 - RAG Fundamentals Leveraging External Data to Improve LLM Responses.mp4 (47.88 MB)
02 Day 1 - Building a DIY RAG System Implementing Retrieval-Augmented Generation.mp4 (160.22 MB)
03 Day 1 - Understanding Vector Embeddings The Key to RAG and LLM Retrieval.mp4 (43.48 MB)
04 Day 2 - Unveiling LangChain Simplify RAG Implementation for LLM Applications.mp4 (24.63 MB)
05 Day 2 - LangChain Text Splitter Tutorial Optimizing Chunks for RAG Systems.mp4 (155.53 MB)
06 Day 2 - Preparing for Vector Databases OpenAI Embeddings and Chroma in RAG.mp4 (5.38 MB)
07 Day 3 - Mastering Vector Embeddings OpenAI and Chroma for LLM Engineering.mp4 (48.98 MB)
08 Day 3 - Visualizing Embeddings Exploring Multi-Dimensional Space with t-SNE.mp4 (255.85 MB)
09 Day 3 - Building RAG Pipelines From Vectors to Embeddings with LangChain.mp4 (18.89 MB)
10 Day 4 - Implementing RAG Pipeline LLM, Retriever, and Memory in LangChain.mp4 (41 MB)
11 Day 4 - Mastering Retrieval-Augmented Generation Hands-On LLM Integration.mp4 (77.43 MB)
12 Day 4 - Master RAG Pipeline Building Efficient RAG Systems.mp4 (17.59 MB)
13 Day 5 - Optimizing RAG Systems Troubleshooting and Fixing Common Problems.mp4 (10.37 MB)
14 Day 5 - Switching Vector Stores FAISS vs Chroma in LangChain RAG Pipelines.mp4 (63.31 MB)
15 Day 5 - Demystifying LangChain Behind-the-Scenes of RAG Pipeline Construction.mp4 (9.26 MB)
16 Day 5 - Debugging RAG Optimizing Context Retrieval in LangChain.mp4 (86.44 MB)
17 Day 5 - Build Your Personal AI Knowledge Worker RAG for Productivity Boost.mp4 (67.51 MB)
01 Day 1 - Fine-Tuning Large Language Models From Inference to Training.mp4 (91.04 MB)
02 Day 1 - Finding and Crafting Datasets for LLM Fine-Tuning Sources & Techniques.mp4 (18.86 MB)
03 Day 1 - Data Curation Techniques for Fine-Tuning LLMs on Product Descriptions.mp4 (168.16 MB)
04 Day 1 - Optimizing Training Data Scrubbing Techniques for LLM Fine-Tuning.mp4 (116.63 MB)
05 Day 1 - Evaluating LLM Performance Model-Centric vs Business-Centric Metrics.mp4 (53.87 MB)
06 Day 2 - LLM Deployment Pipeline From Business Problem to Production Solution.mp4 (100.59 MB)
07 Day 2 - Prompting, RAG, and Fine-Tuning When to Use Each Approach.mp4 (69.09 MB)
08 Day 2 - Productionizing LLMs Best Practices for Deploying AI Models at Scale.mp4 (5.43 MB)
09 Day 2 - Optimizing Large Datasets for Model Training Data Curation Strategies.mp4 (82.84 MB)
10 Day 2 - How to Create a Balanced Dataset for LLM Training Curation Techniques.mp4 (52.16 MB)
11 Day 2 - Finalizing Dataset Curation Analyzing Price-Description Correlations.mp4 (95.31 MB)
12 Day 2 - How to Create and Upload a High-Quality Dataset on HuggingFace.mp4 (7.8 MB)
13 Day 3 - Feature Engineering and Bag of Words Building ML Baselines for NLP.mp4 (64.51 MB)
14 Day 3 - Baseline Models in ML Implementing Simple Prediction Functions.mp4 (235.84 MB)
15 Day 3 Feature Engineering Techniques for Amazon Product Price Prediction Models.mp4 (89.46 MB)
16 Day 3 - Optimizing LLM Performance Advanced Feature Engineering Strategies.mp4 (52.09 MB)
17 Day 3 - Linear Regression for LLM Fine-Tuning Baseline Model Comparison.mp4 (58.88 MB)
18 Day 3 - Bag of Words NLP Implementing Count Vectorizer for Text Analysis in ML.mp4 (82.4 MB)
19 Day 3 - Support Vector Regression vs Random Forest Machine Learning Face-Off.mp4 (60.7 MB)
20 Day 3 - Comparing Traditional ML Models From Random to Random Forest.mp4 (26.54 MB)
21 Day 4 - Evaluating Frontier Models Comparing Performance to Baseline Frameworks.mp4 (22.48 MB)
22 Day 4 - Human vs AI Evaluating Price Prediction Performance in Frontier Models.mp4 (115.03 MB)
23 Day 4 - GPT-4o Mini Frontier AI Model Evaluation for Price Estimation Tasks.mp4 (115.1 MB)
24 Day 4 - Comparing GPT-4 and Claude Model Performance in Price Prediction Tasks.mp4 (132.05 MB)
25 Day 4 - Frontier AI Capabilities LLMs Outperforming Traditional ML Models.mp4 (26.03 MB)
26 Day 5 - Fine-Tuning LLMs with OpenAI Preparing Data, Training, and Evaluation.mp4 (71.55 MB)
27 Day 5 - How to Prepare JSONL Files for Fine-Tuning Large Language Models (LLMs).mp4 (163.5 MB)
28 Day 5 - Step-by-Step Guide Launching GPT Fine-Tuning Jobs with OpenAI API.mp4 (65.09 MB)
29 Day 5 - Fine-Tuning LLMs Track Training Loss & Progress with Weights & Biases.mp4 (74.19 MB)
30 Day 5 - Evaluating Fine-Tuned LLMs Metrics Analyzing Training & Validation Loss.mp4 (107.41 MB)
31 Day 5 - LLM Fine-Tuning Challenges When Model Performance Doesn't Improve.mp4 (12.86 MB)
32 Day 5 - Fine-Tuning Frontier LLMs Challenges & Best Practices for Optimization.mp4 (127.63 MB)
01 Day 1 - Mastering Parameter-Efficient Fine-Tuning LoRa, QLoRA & Hyperparameters.mp4 (33.74 MB)
02 Day 1 - Introduction to LoRA Adaptors Low-Rank Adaptation Explained.mp4 (17.07 MB)
03 Day 1 - QLoRA Quantization for Efficient Fine-Tuning of Large Language Models.mp4 (23.89 MB)
04 Day 1 - Optimizing LLMs R, Alpha, and Target Modules in QLoRA Fine-Tuning.mp4 (11.07 MB)
05 Day 1 - Parameter-Efficient Fine-Tuning PEFT for LLMs with Hugging Face.mp4 (42.42 MB)
06 Day 1 - How to Quantize LLMs Reducing Model Size with 8-bit Precision.mp4 (27.97 MB)
07 Day 1 Double Quantization & NF4 Advanced Techniques for 4-Bit LLM Optimization.mp4 (11.06 MB)
08 Day 1 - Exploring PEFT Models The Role of LoRA Adapters in LLM Fine-Tuning.mp4 (28.75 MB)
09 Day 1 - Model Size Summary Comparing Quantized and Fine-Tuned Models.mp4 (7.99 MB)
10 Day 2 - How to Choose the Best Base Model for Fine-Tuning Large Language Models.mp4 (60.74 MB)
11 Day 2 - Selecting the Best Base Model Analyzing HuggingFace's LLM Leaderboard.mp4 (33.64 MB)
12 Day 2 - Exploring Tokenizers Comparing LLAMA, QWEN, and Other LLM Models.mp4 (25.31 MB)
13 Day 2 - Optimizing LLM Performance Loading and Tokenizing Llama 3 1 Base Model.mp4 (69.83 MB)
14 Day 2 - Quantization Impact on LLMs Analyzing Performance Metrics and Errors.mp4 (43.72 MB)
15 Day 2 - Comparing LLMs GPT-4 vs LLAMA 3 1 in Parameter-Efficient Tuning.mp4 (21.99 MB)
16 Day 3 - QLoRA Hyperparameters Mastering Fine-Tuning for Large Language Models.mp4 (21.57 MB)
17 Day 3 - Understanding Epochs and Batch Sizes in Model Training.mp4 (9.39 MB)
18 Day 3 - Learning Rate, Gradient Accumulation, and Optimizers Explained.mp4 (12.22 MB)
19 Day 3 - Setting Up the Training Process for Fine-Tuning.mp4 (66.9 MB)
20 Day 3 - Configuring SFTTrainer for 4-Bit Quantized LoRA Fine-Tuning of LLMs.mp4 (69.97 MB)
21 Day 3 - Fine-Tuning LLMs Launching the Training Process with QLoRA.mp4 (14.64 MB)
22 Day 3 - Monitoring and Managing Training with Weights & Biases.mp4 (9.91 MB)
23 Day 4 - Keeping Training Costs Low Efficient Fine-Tuning Strategies.mp4 (18.26 MB)
24 Day 4 - Efficient Fine-Tuning Using Smaller Datasets for QLoRA Training.mp4 (47.84 MB)
25 Day 4 - Visualizing LLM Fine-Tuning Progress with Weights and Biases Charts.mp4 (56.46 MB)
26 Day 4 - Advanced Weights & Biases Tools and Model Saving on Hugging Face.mp4 (56.54 MB)
27 Day 4 - End-to-End LLM Fine-Tuning From Problem Definition to Trained Model.mp4 (9.17 MB)
28 Day 5 - The Four Steps in LLM Training From Forward Pass to Optimization.mp4 (53.59 MB)
29 Day 5 - QLoRA Training Process Forward Pass, Backward Pass and Loss Calculation.mp4 (21.89 MB)
30 Day 5 - Understanding Softmax and Cross-Entropy Loss in Model Training.mp4 (68 MB)
31 Day 5 - Monitoring Fine-Tuning Weights & Biases for LLM Training Analysis.mp4 (20.43 MB)
32 Day 5 - Revisiting the Podium Comparing Model Performance Metrics.mp4 (6.19 MB)
33 Day 5 - Evaluation of our Proprietary, Fine-Tuned LLM against Business Metrics.mp4 (93.48 MB)
34 Day 5 - Visualization of Results Did We Beat GPT-4.mp4 (28.36 MB)
35 Day 5 - Hyperparameter Tuning for LLMs Improving Model Accuracy with PEFT.mp4 (30.34 MB)
01 Day 1 - From Fine-Tuning to Multi-Agent Systems Next-Level LLM Engineering.mp4 (41.88 MB)
02 Day 1 Building a Multi-Agent AI Architecture for Automated Deal Finding Systems.mp4 (54.23 MB)
03 Day 1 - Unveiling Modal Deploying Serverless Models to the Cloud.mp4 (16.76 MB)
04 Day 1 - LLAMA on the Cloud Running Large Models Efficiently.mp4 (61.18 MB)
05 Day 1 - Building a Serverless AI Pricing API Step-by-Step Guide with Modal.mp4 (147.52 MB)
06 Day 1 - Multiple Production Models Ahead Preparing for Advanced RAG Solutions.mp4 (15.88 MB)
07 Day 2 - Implementing Agentic Workflows Frontier Models and Vector Stores in RAG.mp4 (66.7 MB)
08 Day 2 - Building a Massive Chroma Vector Datastore for Advanced RAG Pipelines.mp4 (75.89 MB)
09 Day 2 - Visualizing Vector Spaces Advanced RAG Techniques for Data Exploration.mp4 (41.38 MB)
10 Day 2 - 3D Visualization Techniques for RAG Exploring Vector Embeddings.mp4 (39.63 MB)
11 Day 2 - Finding Similar Products Building a RAG Pipeline without LangChain.mp4 (88.47 MB)
12 Day 2 - RAG Pipeline Implementation Enhancing LLMs with Retrieval Techniques.mp4 (77.76 MB)
13 Day 2 - Random Forest Regression Using Transformers & ML for Price Prediction.mp4 (76.71 MB)
14 Day 2 - Building an Ensemble Model Combining LLM, RAG, and Random Forest.mp4 (99.33 MB)
15 Day 2 - Wrap-Up Finalizing Multi-Agent Systems and RAG Integration.mp4 (17.62 MB)
16 Day 3 - Enhancing AI Agents with Structured Outputs Pydantic & BaseModel Guide.mp4 (52.7 MB)
17 Day 3 - Scraping RSS Feeds Building an AI-Powered Deal Selection System.mp4 (88.08 MB)
18 Day 3 - Structured Outputs in AI Implementing GPT-4 for Detailed Deal Selection.mp4 (154.91 MB)
19 Day 3 - Optimizing AI Workflows Refining Prompts for Accurate Price Recognition.mp4 (22.36 MB)
20 Day 3 - Mastering Autonomous Agents Designing Multi-Agent AI Workflows.mp4 (10.04 MB)
21 Day 4 - The 5 Hallmarks of Agentic AI Autonomy, Planning, and Memory.mp4 (114.88 MB)
22 Day 4 - Building an Agentic AI System Integrating Pushover for Notifications.mp4 (36.79 MB)
23 Day 4 Implementing Agentic AI Creating a Planning Agent for Automated Workflows.mp4 (40.37 MB)
24 Day 4 - Building an Agent Framework Connecting LLMs and Python Code.mp4 (118.46 MB)
25 Day 4 - Completing Agentic Workflows Scaling for Business Applications.mp4 (53.93 MB)
26 Day 5 - Autonomous AI Agents Building Intelligent Systems Without Human Input.mp4 (23.35 MB)
27 Day 5 - AI Agents with Gradio Advanced UI Techniques for Autonomous Systems.mp4 (106.73 MB)
28 Day 5 - Finalizing the Gradio UI for Our Agentic AI Solution.mp4 (37.29 MB)
29 Day 5 Enhancing AI Agent UI Gradio Integration for Real-Time Log Visualization.mp4 (22.08 MB)
30 Day 5 - Analyzing Results Monitoring Agent Framework Performance.mp4 (10.13 MB)
31 Day 5 - AI Project Retrospective 8-Week Journey to Becoming an LLM Engineer.mp4 (78.17 MB)]
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