The Machine Learning Engineer Courses

Building RAG Applications with LangGraph: Multiple Local LLMs and LangServe Authentication

Explore multi-agent systems using LangGraph with local LLMs, implementing authentication in LangServe and leveraging Chroma vectorstore with Nomic.ai embeddings for enhanced RAG applications.

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

Designing Prompt Templates for DeepSeek and Phi-3.5 Language Models

Master prompt engineering techniques for DeepSeek and Phi3.5 LLMs through practical examples in math, coding, and reasoning, with hands-on demonstrations using quantized models.

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

Diseñar Prompt Templates para DeepSeek 1.5 y Phi3.5 3.8 - Guía en Español

Aprende a diseñar plantillas de prompts efectivas para modelos DeepSeek 1.5B y Microsoft Phi3.5 3.8B, con enfoque práctico en la implementación y quantización.

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

Langchain: Using Natural Language to Create Elastic Queries

Discover how to build an intelligent agent that converts natural language into Elasticsearch queries using LangChain for enhanced data retrieval capabilities.

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

Comparación de Similitud de Imágenes en Computer Vision

Descubre cómo comparar imágenes mediante técnicas de similitud visual, desde histogramas y SSIM hasta métodos avanzados con CNN. Aprende aplicaciones prácticas en e-commerce, reconocimiento facial y recuperación de imágenes.

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

LLMOps: vLLM Integración con Langchain para Crear Componentes RAG

Descubre cómo integrar vLLM con Langchain para crear componentes RAG, explorando esta tecnología desde una introducción hasta su implementación práctica.

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

RAG: How to Use Standard Deviation and Z-Scores to Predict the Future

Explore how to build a RAG financial advisor using Bollinger Z-scores, LangGraph, OpenAI models, and Yahoo Finance to make stock investment decisions based on standard deviation analysis.

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

LLMOps: Translation/Transcription API with Whisper and DotNet

Discover how to build a REST API for audio translation and transcription using .NET and OpenAI's Whisper model, with complete code examples.

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

API de Traducción y Transcripción con Whisper y DotNet en Español

Aprende a crear una API REST para traducción y transcripción de audio utilizando .NET y el modelo Whisper de OpenAI en este tutorial práctico con código disponible en GitHub.

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

LLMOps - MCP Servers: Practical Example of Research and Mailing Tool

Discover how to implement Model Context Protocol (MCP) servers for LLMOps, building client-server applications with research tools, document creation, and email integration.

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

LLMOps - MCP Client: Connecting Python and JavaScript to MCP Servers

Discover how to build MCP Clients that transform Claude AI into a professional financial assistant capable of real-time stock analysis, web searches, and automated report generation.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

RAG Finance - Agente IA para Estrategia Connor RSI

Descubre cómo crear un agente IA que implementa la estrategia Connor RSI usando LangGraph y OpenAI para análisis automatizado de trading con datos en tiempo real.

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

RAG Finance - Agent AI Strategy Connor RSI

Discover how to build an AI trading agent using Connor RSI strategy with LangGraph and OpenAI for automated financial analysis and decision-making.

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

LLMOps - MCP Host Claude Desktop Application

Descubre cómo integrar Claude Desktop con el Protocolo de Contexto de Modelo (MCP) para optimizar flujos de trabajo de IA con herramientas externas y análisis avanzado.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

LLMOps - MCP Host: Use Your Own MCP Server with Claude Desktop App

Explore Claude Desktop's native application features and learn to integrate custom MCP servers for enhanced AI workflow automation and productivity.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video