The Machine Learning Engineer Courses

Agentic AI - Financial Market Analysis Tool Built with Intelligent Agents

Discover how to build an AI-powered financial analysis platform using intelligent agents, MCP, and FastAPI for professional investment reports and market insights.

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

LLMOps - MSSQL MCP Server with OAuth 2.0 and ChatGPT Integration

Master building a production-ready MSSQL MCP Server with OAuth 2.0 authentication and ChatGPT integration for secure AI-powered database interactions.

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

RAG Finance: Bollinger Bands and RSI Crossover Trading Strategy

Explore how to build a RAG application with an Intelligent Agent for implementing a Bollinger Bands and RSI Crossover Trading Strategy, combining technical indicators to identify market reversal points.

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

RAG Finance: Estrategia Trading MACD y Canales Donchian Combinada

Explore una estrategia de trading combinada que utiliza canales de Donchian y MACD, implementada con RAG y agentes inteligentes para analizar mercados financieros con un sistema de puntuación que optimiza las decisiones de compra/venta.

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

RAG Finance: Combined Strategy Bollinger Bands and Fibonacci Retracements

Master a trading strategy combining Bollinger Bands and Fibonacci Retracements to identify precise buy/sell signals, implemented with LangGraph, OpenAI models, and Yahoo Finance.

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

Model Context Protocol (MCP): Introduction and Example in Python - Client and Server Implementation

Explore the Model Context Protocol (MCP) through a practical Python implementation, learning how this open standard enables AI models to connect with external tools and data sources through a standardized interface.

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

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

Descubre el protocolo MCP para LLMOps, aprendiendo a crear aplicaciones cliente-servidor con SSE y a implementar herramientas prácticas de investigación y correo que se integran con Google, Brave y Gmail.

• YouTube
• 55 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 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

Summarize and Transcribe Videos with Gemini 2.0 Flash - Google AI and ML

Discover how to summarize and transcribe video content using Vertex AI, Gemini 2.0 Flash, FFMPEG, and MoviePy for efficient machine learning applications.

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

RAG Finance: Estrategia de Trading Bollinger Bands y RSI Crossover

Aprende a implementar una estrategia de trading con Bollinger Bands y RSI mediante una aplicación RAG con agente inteligente, utilizando LangGraph, OpenAI Models y Yahoo Finance.

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

Procesamiento de Documentos con Azure AI y PowerApps

Descubre cómo procesar facturas con Document Intelligence Studio y PowerApps, creando un flujo automatizado que detecta documentos por email, extrae datos y devuelve resultados procesados.

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

Document Processing with Azure AI and PowerApps

Discover how to process documents using Azure AI and PowerApps, from training models to creating automated workflows for invoice data extraction and email notifications.

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

MLOps: Dimensionado de inferencia ML con Mensajería Distribuida

Descubre cómo escalar la inferencia de modelos ML utilizando Nats JetStream, una tecnología de mensajería de alto rendimiento que permite procesamiento de flujos de datos, escalado horizontal y gestión de colas prioritarias.

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