The Machine Learning Engineer Courses

RAG - Parsing HTML Content with BeautifulSoup and Nvidia NIM Integration in LangChain

Dive into building RAG systems by integrating Nvidia NIM with LangChain, using BeautifulSoup for HTML parsing and Mistral 8 7b Instruct as the foundation model.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

RAG: Nvidia NIM Integration with Langchain for HTML Web Page Parsing

Descubre cómo implementar aplicaciones RAG utilizando Langchain y Nvidia NIM para extraer información de páginas HTML, integrando el modelo Mistral 8 7b Instruct para procesamiento avanzado.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

RAG Integration with Nvidia NIM and LlamaIndex - Building Document Query Applications

Explore building a RAG application using LlamaIndex and Nvidia NIM to effectively query private documents with LLama 3.2 3B and Phi3 3.5 Small 128k models.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

RAG: Building Document Question-Answering with Nvidia NIM and LlamaIndex Integration

Descubre cómo implementar RAG utilizando LlamaIndex y Nvidia NIM para interactuar con documentos privados, integrando LLama 3.2 3B y Phi3 3.5 Small para procesamiento de lenguaje natural.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

RAG - How to Extract Information from PDF with LlamaIndex and OpenAI GPT-4

Master PDF information extraction techniques using LlamaIndex and GPT-4, enabling efficient document processing and data retrieval through practical implementation steps.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Cómo Extraer Información de un PDF con LlamaIndex y OpenAI GPT-4

Descubre cómo implementar RAG para extraer información eficientemente de archivos PDF utilizando LlamaIndex y OpenAI GPT-4, con ejemplos prácticos y código detallado.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration

Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

RAG: End-to-End Application - Hablando con Datos No Estructurados - Parte 3

Explore la implementación de RAG con Docker para crear una aplicación que procesa datos no estructurados usando Langchain, múltiples LLMs y diferentes vectorstores.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2

Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

RAG: End-to-End Application - Speaking with Unstructured Data Part 2 - Spanish

Explore la implementación detallada de un sistema RAG multimodal usando Langchain, diversos LLMs y vectorstores para procesar datos no estructurados, con enfoque práctico en código y arquitectura.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 1

Dive into building a RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

RAG: End-to-End Application - Speaking with Unstructured Data - Part 1 (Spanish)

Descubre cómo construir una aplicación RAG completa para interactuar con datos no estructurados usando Langchain, múltiples LLMs, y diferentes vectorstores. Implementación práctica con Streamlit y Docker.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Introduction to LangFuse - Open-source LLM Engineering Platform

Discover how to debug, analyze, and enhance LLM applications using LangFuse, an open-source platform designed for collaborative engineering and development optimization.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Introducción a LangFuse - Plataforma de Ingeniería LLM de Código Abierto

Descubre LangFuse, una plataforma de código abierto para depurar, analizar y optimizar aplicaciones LLM, mejorando el ciclo de desarrollo y la colaboración en equipo.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

LangGraph - Implementing Breakpoints and Human-in-the-Loop User Feedback

Explore LangGraph's breakpoints and user feedback integration for enhanced RAG systems, featuring hands-on implementation of human-in-the-loop workflows.

• YouTube
• 35 minutes
• Self-Paced
• Free Video