The Machine Learning Engineer Courses

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

Computer Vision - Image Zooming and Resizing with Interpolation Techniques

Master image zooming and interpolation techniques using Pillow and OpenCV to enhance digital images through practical demonstrations of resizing and pixel manipulation.

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

Computer Vision - Zoom e Interpolación para Incrementar el Tamaño de Imágenes

Descubre técnicas de interpolación y zoom digital para el procesamiento de imágenes usando Pillow y OpenCV, incluyendo métodos prácticos para aumentar y mejorar la calidad de imágenes.

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

Extracting Structured Information from Images with LangChain and Multimodal LLMs

Master structured information extraction from PDFs using LangChain and multimodal LLMs, comparing local OLLAMA with LLama 3.2 Vision and Gemini Pro 1.5 implementations.

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

Introducción a Microsoft 365 Copilot y sus Aplicaciones en Productividad

Descubre cómo Microsoft 365 Copilot potencia la productividad con IA en tiempo real, mejorando la eficiencia en tareas laborales como redacción, resúmenes y respuestas contextualizadas.

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

Building a Multimodal Chatbot with RAG and LangGraph - Tools and Memory Implementation

Dive into building a multimodal agent system that combines database tools and memory capabilities for handling complex user conversations and travel-related queries.

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

RAG: LangGraph - Multimodal Chatbot with Tools and Memory (Spanish)

Aprende a construir agentes multimodales con LangGraph, implementando herramientas de base de datos y sistemas de memoria para gestionar conversaciones multiusuario.

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

MLOps MLflow: Converting Fine-Tuned Vision Transformer to ONNX for Registration and Inference

Master the process of converting, registering, and deploying Vision Transformer models using MLflow and ONNX format for efficient model management and inference in production environments.

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

MLOps MLflow: Converting FineTuned ViT to ONNX - Model Registration and Inference

Aprende a convertir, registrar y realizar inferencias con modelos ViT personalizados usando MLflow y el formato ONNX para optimizar el despliegue de transformadores de visión.

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

Deploying PromptFlow Pipeline into Azure Managed Services

Learn how to deploy and integrate PromptFlow applications within Azure AI Services, focusing on managed inference points and practical implementation steps.

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

Desplegar Aplicación PromptFlow en Azure AI Services

Aprende a implementar aplicaciones PromptFlow en Azure AI Services, explorando el proceso de despliegue y configuración en puntos de inferencia administrados para optimizar servicios de IA.

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

Cómo Crear un Agente Inteligente con Copilot Studio en Microsoft Teams

Aprende a desarrollar y desplegar agentes inteligentes en Microsoft Teams utilizando Copilot Studio, dominando las herramientas esenciales para la creación de IA conversacional.

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

Building and Serving Local LLM Agents with LangGraph and LangServe

Explore building and deploying local LLM agents using LangGraph, integrating Llama 3.2 8B with Vector Store Chroma and LangServe for efficient data processing and inference.

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

Limpieza de Claves y Secretos en la Historia de Repositorios Git con BFG Repo-Cleaner

Aprende a eliminar información confidencial y secretos de tu historial de Git utilizando BFG Repo-Cleaner, una herramienta eficiente para mantener seguro tu repositorio.

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

Converting Florence2 Model to OpenVINO IR Format with MLflow CPU Inference

Learn how to convert Florence2 models to OpenVino IR format, implement MLFlow logging, and perform efficient CPU inference using practical Python implementations.

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