The Machine Learning Engineer Courses

MLOPS: Inferencia de Modelo ONNX en Azure ML Managed Endpoint AKS

Aprende a realizar inferencia en Azure Kubernetes Services utilizando un modelo ONNX y onnxruntime, creando un Managed Endpoint con Python SDK v2.

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

LLMOps: Intel OpenVino Toolkit Inference CPU Stable Diffusion Model

Optimize Stable Diffusion inference on CPU using Intel OpenVINO toolkit for efficient text-to-image and image-to-image generation with Transformers Optimum pipeline.

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

LLMOps - Intel OpenVino Toolkit Inferencia CPU Stable Diffusion Model

Genera imágenes con Stable Diffusion usando OpenVino ToolKit en CPU. Aprende a combinar texto e imágenes para crear arte visual único.

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

NLP Spacy: PII/GDPR Detection with Presidio - Part 2 - Code and REST API

Develop a PII/GDPR detector using Microsoft Presidio and Spacy, implementing a REST API with FastAPI and CI/CD pipelines with Azure DevOps and Docker Compose.

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

NLP Spacy: PII/GDPR Detection with Presidio - Part 2 Code and REST API

Desarrolla una aplicación para detectar información PII/GDPR utilizando Spacy, Presidio, FastAPI y Azure DevOps. Aprende a implementar pipelines de integración y despliegue.

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

PII/GDPR Detection with Presidio and Spacy - Part 1: Architecture and Design

Explore PII/GDPR detection using Microsoft Presidio and Spacy, focusing on architecture and design for effective data protection implementation.

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

NLP Spacy: PII/GDPR Detection with Presidio - Part 1 Architecture APP

Aprende a desarrollar una aplicación para detectar información regulada por PII y GDPR utilizando NLP Spacy y Presidio. Explora la arquitectura y tecnologías implementadas.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Computer Vision: OCR Tesseract in C# - Data Science and Machine Learning

Implement OCR using Tesseract library in C# for extracting text from images, enhancing your computer vision skills.

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

Computer Vision: OCR Tesseract in C# - Español

Aprende a implementar OCR con Tesseract en C# para reconocimiento de texto en imágenes. Explora esta poderosa herramienta de visión por computadora.

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

Object Detection with Faster R-CNN in C# Using ONNX on CPU

Implement object detection using Faster R-CNN in C# with ONNX format on CPU, leveraging machine learning for efficient image analysis.

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

MLOPS: Object Detection con Faster RCNN en C# Formato ONNX en CPU

Desarrolla una aplicación de detección de objetos en C# utilizando Fast RCNN, ONNX y CPU para inferencia eficiente.

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

Microsoft AI: Visual Studio Code AI Toolkit Introduction for Data Science and Machine Learning

Explore Visual Studio Code AI Toolkit with hands-on examples in Python and C#, focusing on CPU inference using the Phi 3 4K Instruct model in ONNX format.

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

Microsoft AI: Semantic Kernel C# SDK Chatting with Phi3 4k ONNX CPU - Machine Learning and Data Science

Develop a ChatBot using Phi3 Mini 4k Instruct ONNX model with Semantic Kernel C# SDK, integrating custom services for machine learning applications.

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

Microsoft AI: Semantic Kernel C# SDK Chatting with Phi3 4K ONNX on CPU

Crea un chatbot con Microsoft Phi3 4K ONNX en CPU utilizando Semantic Kernel y C#. Aprende a implementar modelos de lenguaje avanzados en aplicaciones prácticas.

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

LLMOPs: Multimodal Prompting and Inference with Phi-3 Vision 128K Instruct on CPU - ONNX 4-Bit Quantization in C#

Explore multimodal prompting and CPU inference using Phi 3 Vision 128K Instruct, quantized to 4 bits in ONNX format, with C# implementation for efficient machine learning operations.

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