The Machine Learning Engineer Courses

Agentic AI - Automatic Code Review con CrewAI

Discover cómo construir un sistema de múltiples agentes con CrewAI para revisar automáticamente pull requests, detectar bugs, vulnerabilidades de seguridad y tomar decisiones de aprobación.

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

Microsoft AI - Herramienta Gestión Órdenes Asistida por Copilot

Descubre cómo crear una herramienta de gestión de pedidos con Microsoft Power Platform y Copilot Studio, combinando aplicaciones Canvas e interfaces conversacionales.

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

Microsoft AI - Azure AI Foundry - Cómo Crear una Aplicación Multi Agente

Descubre cómo crear un sistema inteligente de triaje de tickets usando múltiples agentes de IA especializados en Azure AI Foundry con Python SDK.

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

Microsoft AI - Copilot Assisted Order Management Tool

Discover how to build a Copilot-powered order management system using Microsoft Power Platform, combining Canvas apps with conversational AI to streamline business operations.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Google ML and AI - Introducción a Google ADK Agent Development Kit

Descubre cómo construir aplicaciones multi-agente con Google ADK para transformar narrativas FNOL en datos estructurados, asignar severidad y enrutar siniestros automáticamente.

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

MLOps - Feature Engineering for Tabular Data With GPU Acceleration

Discover advanced feature engineering techniques for tabular data using GPU acceleration with RAPIDS cuDF and cuML, comparing CPU vs GPU performance with XGBoost and SVMs.

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

Microsoft AI - Azure AI Foundry - How to Create a Multi-Agent App

Discover how to build an intelligent support ticket triage system using Azure AI Foundry's multi-agent architecture with specialized AI agents working together.

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

Finance AI - Comprehensive Mortgage Lending Analysis Application

Discover how to build an AI-powered mortgage lending application combining traditional CLTV calculations with machine learning for automated borrower risk assessment and underwriting.

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

Finance AI - Simulador CLTV para Análisis de Préstamos Hipotecarios

Descubre cómo crear un simulador CLTV con IA para análisis hipotecario, combinando cálculos tradicionales con evaluación de riesgo automatizada y herramientas de underwriting.

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

Agentic AI - Agentic Workflows

Descubre los flujos de trabajo agénticos en IA: sistemas que planifican, reflexionan y ejecutan tareas complejas autónomamente. Incluye implementación completa en producción.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

LLMOps - MSSQL MCP Server con OAuth 2.0 e Integración ChatGPT

Aprende a crear un servidor MCP para MSSQL con OAuth 2.0 y conectar ChatGPT a bases de datos privadas mediante arquitectura multi-servidor segura y cifrada.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Agentic AI - Deep Dive Advanced Reasoning Techniques with LLMs Using Chain-of-Thought and ReAct

Explore advanced AI reasoning with Chain-of-Thought and ReAct patterns through a sophisticated trip planner that demonstrates multi-agent collaboration and iterative self-correction.

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

Agentic AI - Análisis de Técnicas Avanzadas de Razonamiento con LLMs - CoT and React

Descubre técnicas avanzadas de razonamiento con LLMs mediante un sistema de planificación de viajes que combina Chain-of-Thought y ReAct para crear agentes de IA robustos y autocorregibles.

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

Agentic AI - Build a Knowledge Graph with Google ADK and Neo4j

Discover how to build modular AI agent applications that create knowledge graphs using OpenAI, Google ADK, and Neo4j for product-assembly-part-supplier relationships.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Google ML and AI - Introduction to Google Agent Development Kit (ADK)

Explore Google's Agent Development Kit to build multi-agent applications that transform insurance claims into structured data with severity routing and state persistence.

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