Automate Data Extraction from ID Documents with Azure Form Recognizer - AI Show Episode 26
Learn to automate data extraction from ID documents using Azure Form Recognizer, exploring prebuilt models, REST APIs, SDKs, and AI Builder for efficient key-value pair extraction from passports and driver's licenses.
Building Fairer AI Systems with Fairlearn - AI Show
Explore Fairlearn, an open-source toolkit for assessing and mitigating fairness issues in AI systems, focusing on potential negative impacts on different demographic groups.
Automate Custom Vision Model Creation with AutoML for Images
Learn to automate custom vision model creation using AutoML for Images in Azure ML. Explore real-world applications in quality control, retail, and fire detection with expert guidance.
AI Show - AI Playground & Cognitive Services Vision APIs
Explore Azure Machine Learning Designer, VS Code ML extension, and PyTorch basics with experts. Demystify ML and NLP concepts while learning about Cognitive Services and AI Playground development.
Using Azure Cognitive Services to Create More Accessible Experiences
Explore Azure Cognitive Services for creating accessible experiences, featuring demos on Computer Vision, Custom Vision, Face recognition, handwriting analysis, and text-to-speech, with a focus on AI-powered accessibility solutions.
Azure Machine Learning Batch Endpoints - Episode 42
Explore Azure Machine Learning Batch Endpoints with Tracy Chen. Learn about batch inference, deployment, invocation, and setting up CI/CD pipelines for efficient large-scale data processing.
Run Azure Machine Learning Anywhere - Episode 7
Explore Azure Machine Learning's integration with Azure Arc, enabling data scientists to run ML on existing Kubernetes infrastructure on-premises or in multicloud environments.
Microsoft Build 2022 Recap - Azure ML, Managed Endpoints, Responsible AI, and Power Virtual Agents
Comprehensive recap of Microsoft Build 2022, covering Azure ML updates, managed online endpoints, responsible AI, and Power Virtual Agents. Features demos and expert insights on latest AI technologies and tools.
Azure ML: Fine Tune Foundation Model con Python SDK para LLama2
Aprende a realizar fine-tuning de modelos de lenguaje como Llama2 para clasificación de texto utilizando el SDK de Python de Azure ML Studio.
Azure Machine Learning - Fine Tune Foundation Model for Text Classification
Aprende a realizar fine-tuning de modelos BERT para clasificación de texto utilizando Azure Machine Learning, mejorando tus habilidades en IA generativa.
Introducción a Azure OpenAI Studio
Explora las principales funcionalidades de Azure OpenAI Studio para potenciar tus proyectos de machine learning y ciencia de datos.
Azure ML: Punto de Inferencia Q&A con Foundation Model
Crea un punto de inferencia en línea para modelos QA utilizando Azure Machine Learning Studio y el SDK de Python. Explora el catálogo de modelos base.
Azure ML: Pipelines con Python SDK para Data Science y Machine Learning
Crea pipelines de Machine Learning en Azure utilizando Python SDK. Aprende a implementar flujos de trabajo eficientes para proyectos de ciencia de datos.
Azure ML: Python SDK v2 - Machine Learning Applications in Azure Using Python
Desarrolla aplicaciones de Machine Learning en Azure utilizando Python SDK v2. Aprende a entrenar modelos y crear soluciones de ciencia de datos eficientes.
Introducción a Azure Machine Learning Studio
Explora Azure Machine Learning Studio, el servicio en la nube de Microsoft para proyectos de aprendizaje automático. Descubre cómo respalda el ciclo de vida completo del desarrollo de modelos.
MLOPS: Inferencia ViVIT ONNX Model en Azure ML Managed EndPoint (AKS)
Implementa inferencia de ViViT en Azure ML usando ONNX y AKS para optimizar el rendimiento de modelos de visión por computadora.
MLOPS: Inferencia de Modelo VIT ONNX en Azure ML Managed Endpoint - Español
Aprende a realizar inferencia en Azure Kubernetes Services utilizando un modelo Vision Transformer convertido a ONNX con Azure Machine Learning Studio y Python SDK v2.
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.
Breaking ML Services: Finding Zero-Days in Azure Machine Learning
Uncover critical vulnerabilities in Azure Machine Learning, including credential leaks, information disclosure, and persistence techniques. Learn assessment methods for cloud-based MLaaS platforms and shared responsibility models.
The Azure Machine Learning Service - Introduction
Explore Azure ML Service's features for scaling, automating, and deploying machine learning pipelines. Learn how it enhances the data science process and addresses key challenges.
Scale Your Machine Learning Practice and Streamline Collaboration with Azure Machine Learning
Enhance collaboration across IT, data science, and development teams with Azure Machine Learning's latest features for seamless ML lifecycle management and improved organizational efficiency.