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#Azure Machine Learning

Showing: 78 courses
Microsoft

Automate Data Extraction from ID Documents with Azure Form Recognizer - AI Show Episode 26

0 rewiews
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.
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13 Lesons
2 hours 3 minutes
On-Demand
Free-Video
Microsoft

Building Fairer AI Systems with Fairlearn - AI Show

0 rewiews
Explore Fairlearn, an open-source toolkit for assessing and mitigating fairness issues in AI systems, focusing on potential negative impacts on different demographic groups.
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5 Lesons
27 minutes
On-Demand
Free-Video
Microsoft

Automate Custom Vision Model Creation with AutoML for Images

0 rewiews
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.
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10 Lesons
2 hours 5 minutes
On-Demand
Free-Video
Microsoft

AI Show - AI Playground & Cognitive Services Vision APIs

0 rewiews
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.
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7 Lesons
2 hours
On-Demand
Free-Video
Microsoft

Using Azure Cognitive Services to Create More Accessible Experiences

0 rewiews
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.
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9 Lesons
28 minutes
On-Demand
Free-Video
Microsoft

Azure Machine Learning Batch Endpoints - Episode 42

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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.
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10 Lesons
2 hours
On-Demand
Free-Video
Microsoft

Run Azure Machine Learning Anywhere - Episode 7

0 rewiews
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.
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5 Lesons
2 hours 6 minutes
On-Demand
Free-Video
Microsoft

Microsoft Build 2022 Recap - Azure ML, Managed Endpoints, Responsible AI, and Power Virtual Agents

0 rewiews
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.
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18 Lesons
2 hours 4 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Fine Tune Foundation Model con Python SDK para LLama2

0 rewiews
Aprende a realizar fine-tuning de modelos de lenguaje como Llama2 para clasificación de texto utilizando el SDK de Python de Azure ML Studio.
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1 Lesons
51 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure Machine Learning - Fine Tune Foundation Model for Text Classification

0 rewiews
Aprende a realizar fine-tuning de modelos BERT para clasificación de texto utilizando Azure Machine Learning, mejorando tus habilidades en IA generativa.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Introducción a Azure OpenAI Studio

0 rewiews
Explora las principales funcionalidades de Azure OpenAI Studio para potenciar tus proyectos de machine learning y ciencia de datos.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Punto de Inferencia Q&A con Foundation Model

0 rewiews
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.
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1 Lesons
39 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Pipelines con Python SDK para Data Science y Machine Learning

0 rewiews
Crea pipelines de Machine Learning en Azure utilizando Python SDK. Aprende a implementar flujos de trabajo eficientes para proyectos de ciencia de datos.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Python SDK v2 - Machine Learning Applications in Azure Using Python

0 rewiews
Desarrolla aplicaciones de Machine Learning en Azure utilizando Python SDK v2. Aprende a entrenar modelos y crear soluciones de ciencia de datos eficientes.
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1 Lesons
51 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Introducción a Azure Machine Learning Studio

0 rewiews
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.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOPS: Inferencia ViVIT ONNX Model en Azure ML Managed EndPoint (AKS)

0 rewiews
Implementa inferencia de ViViT en Azure ML usando ONNX y AKS para optimizar el rendimiento de modelos de visión por computadora.
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1 Lesons
1 hour
On-Demand
Free-Video
The Machine Learning Engineer

MLOPS: Inferencia de Modelo VIT ONNX en Azure ML Managed Endpoint - Español

0 rewiews
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.
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1 Lesons
57 minutes
On-Demand
Free-Video
The Machine Learning Engineer

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

0 rewiews
Aprende a realizar inferencia en Azure Kubernetes Services utilizando un modelo ONNX y onnxruntime, creando un Managed Endpoint con Python SDK v2.
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1 Lesons
51 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Breaking ML Services: Finding Zero-Days in Azure Machine Learning

0 rewiews
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.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Bryan Cafferky

The Azure Machine Learning Service - Introduction

0 rewiews
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.
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15 Lesons
52 minutes
On-Demand
Free-Video
Microsoft

Scale Your Machine Learning Practice and Streamline Collaboration with Azure Machine Learning

0 rewiews
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.
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1 Lesons
30 minutes
On-Demand
Free-Video
Data Science Dojo

Intro to Azure ML and Cloud Computing

0 rewiews
Explore Azure ML Studio's cloud-based data science capabilities, from data upload and visualization to preprocessing and cleaning, using its intuitive graphical interface.
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43 Lesons
1 hour 23 minutes
On-Demand
Free-Video
NashKnolX

Build and Deploy Machine Learning Models on Azure ML Studio

0 rewiews
Explore ML fundamentals with Azure, from setup to deployment. Ideal for beginners building their first model using Azure ML studio.
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1 Lesons
47 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Simplifying Machine Learning Lifecycle Management in Healthcare

0 rewiews
Explore end-to-end ML lifecycle in healthcare using Azure services. Learn data ingestion, model creation, deployment, and visualization for real-time patient predictions and batch scoring.
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1 Lesons
2 hours 12 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Machine Learning Simplified - From Ideation to Deployment in Minutes with Automated ML

0 rewiews
Discover how to train high-quality ML models using Azure Machine Learning's automated ML, requiring only a dataset and minimal configuration parameters.
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1 Lesons
49 minutes
On-Demand
Free-Video
SQLBits

Automated Machine Learning on Azure - Comparing Azure ML Service and Azure Databricks

0 rewiews
Explore AutoML on Azure Machine Learning Service and Azure Databricks to quickly build and deploy ML models, reducing time and expertise required for preprocessing and model creation.
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1 Lesons
49 minutes
On-Demand
Free-Video
SQLBits

Model Creation in Azure AutoML and Ingestion Through Excel

0 rewiews
Explore Azure AutoML for machine learning, from model creation to Excel integration via VBA, with a focus on practical applications and time-saving techniques.
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1 Lesons
37 minutes
On-Demand
Free-Video
Open Data Science

Medical Imaging with Azure Machine Learning

0 rewiews
Explore Azure Machine Learning for medical imaging applications, covering data management, model development, deployment, and explainability in healthcare scenarios.
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25 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Open Data Science

Build NLP Model with Azure ML AutoML NLP Capability

0 rewiews
Learn to build NLP models using Azure ML AutoML for tasks like classification and named entity recognition. Explore multilingual support, data labeling, and distributed training for efficient model development.
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12 Lesons
33 minutes
On-Demand
Free-Video
Open Data Science

Auto-Train a Time-Series Forecast Model with AML & ADB

0 rewiews
Learn to auto-train time-series forecast models using Azure Machine Learning and Azure Databricks for large-scale enterprise solutions in supply chain, healthcare, insurance, and finance.
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29 Lesons
54 minutes
On-Demand
Free-Video
Databricks

Auto-Train a Time-Series Forecast Model with Azure Machine Learning and Azure Databricks

0 rewiews
Discover how to efficiently build accurate forecasting models at scale using Azure Machine Learning and Azure Databricks, enhancing enterprise AI/ML capabilities for various industries.
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6 Lesons
27 minutes
On-Demand
Free-Video
Bryan Cafferky

Introduction to Azure Data Services One by One

0 rewiews
Explore Azure's diverse data services, from SQL Database to Databricks, understanding their purposes and use cases to make informed choices for your data management needs.
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13 Lesons
25 minutes
On-Demand
Free-Video
Microsoft

Microsoft Ignite - Data and AI Innovations in Azure

0 rewiews
Explore Azure AI's comprehensive offerings for scalable, enterprise-ready, and responsible AI solutions. Learn about latest trends, use cases, and key announcements in AI and machine learning.
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17 Lesons
46 minutes
On-Demand
Free-Video
Microsoft

What's New in Azure Machine Learning - Hybrid with Azure Arc and More

0 rewiews
Explore Azure Machine Learning's latest features: hybrid with Azure Arc, output datasets, labeling, and interactive data preparation. Learn about custom roles, RBAC, and responsible AI development.
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1 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Unlock AI Innovation with Azure AI Infrastructure

0 rewiews
Explore Azure's GPU-accelerated clusters for AI model training and inference, integrating with Azure Machine Learning and third-party solutions to drive AI innovation.
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1 Lesons
44 minutes
On-Demand
Free-Video
Data Science Dojo

Feature Exploration, Visualization, and Predictive Modeling with R and Azure ML

0 rewiews
Explore predictive analytics using the Titanic dataset. Learn feature exploration and visualization with R, then build models using Azure ML Studio for efficient experimentation.
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1 Lesons
1 hour 40 minutes
On-Demand
Free-Video
Black Hat

Breaking Managed Identity Barriers in Azure Services

0 rewiews
Explore novel approaches to bypass Managed Identities security in Azure Functions and Machine Learning, uncovering vulnerabilities that allow stealthy persistence and token extraction.
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1 Lesons
44 minutes
On-Demand
Free-Video
Databricks

MLflow and Azure Machine Learning - The Power Couple for ML Lifecycle Management

0 rewiews
Explore MLflow and Azure Machine Learning integration for streamlined ML lifecycle management, covering versioning, run history, automation, deployment, and CI/CD pipelines in MLOps.
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26 Lesons
44 minutes
On-Demand
Free-Video
Microsoft

What's New in Generative AI - Latest Innovations in Azure AI Services

0 rewiews
Explore the latest innovations in Azure AI services, including OpenAI, Machine Learning, and AI Search. Discover advancements in AI Studio like Text-to-Speech avatars and GPT-4 Visual.
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1 Lesons
43 minutes
On-Demand
Free-Video
GOTO Conferences

Using EEG and Machine Learning to Perform Lie Detection - YOW! 2017

0 rewiews
Explore EEG-based lie detection using Azure Machine Learning. Learn about data collection, model building, and limitations in this innovative experiment combining neuroscience and AI.
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1 Lesons
51 minutes
On-Demand
Free-Video
Microsoft

AI Show - Ignite Recap: Arc-Enabled ML, Language Services, and OpenAI

0 rewiews
Recap of Microsoft Ignite announcements, featuring Arc-enabled ML, Language services, and OpenAI capabilities on Azure. Includes demos, Q&A sessions, and discussions on responsible AI use.
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20 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Duplicating Black Box Machine Learning Models

0 rewiews
Exploración de técnicas avanzadas para duplicar modelos de aprendizaje automático de caja negra, destacando vulnerabilidades en servicios en la nube y proponiendo un nuevo método de ataque más eficiente.
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11 Lesons
39 minutes
On-Demand
Free-Video
Devoxx

Predicting the Future with Machine Learning

0 rewiews
Explore machine learning's power to predict future events, from flight delays to sentiment analysis, with practical steps for building and deploying predictive models using Azure tools.
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22 Lesons
1 hour 3 minutes
On-Demand
Free-Video
EuroPython Conference

Python Data Science with VS Code and Azure

0 rewiews
Discover how Native Notebooks in VS Code enhance data science workflows and learn to deploy machine learning models using Azure Machine Learning service for improved productivity and efficiency.
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9 Lesons
33 minutes
On-Demand
Free-Video
nullcon

Uncovering Azure's Silent Threats - A Journey Into Cloud Vulnerabilities

0 rewiews
Explore Azure ML vulnerabilities, including credential leaks and sensitive information disclosure. Learn analysis techniques for assessing managed cloud services and understanding shared security responsibilities.
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1 Lesons
52 minutes
On-Demand
Free-Video
WeAreDevelopers

Unleash Your AI Potential

0 rewiews
Explore the paradigm shift in AI adoption, its impact across industries, and strategies for successful AI projects. Learn how developers can leverage AI to create innovative solutions and drive positive change.
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12 Lesons
32 minutes
On-Demand
Free-Video
EuroPython Conference

Python & Visual Studio Code - Revolutionizing the Way You Do Data Science

0 rewiews
Discover how Visual Studio Code, GitHub, Codespaces, and Azure ML enhance Python data science productivity. Learn about VS Code Notebooks, Data Wrangler, collaboration features, and deployment options.
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1 Lesons
25 minutes
On-Demand
Free-Video
PASS Data Community Summit

Improving Data Analytics with Azure Machine Learning

0 rewiews
Explore Azure Machine Learning for data analytics, from data classification to model selection, integration, and deployment in Data Factory pipelines, enhancing decision-making and insights.
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24 Lesons
55 minutes
On-Demand
Free-Video
PASS Data Community Summit

Treasure Map - Choosing the Right Algorithm in Azure ML

0 rewiews
Discover how to select optimal algorithms in Azure ML for data analysis and predictive modeling, enhancing your machine learning capabilities and decision-making processes.
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1 Lesons
57 minutes
On-Demand
Free-Video
PASS Data Community Summit

From Power BI to Power AI

0 rewiews
Explore integrating R, Azure Machine Learning, and advanced Power BI features for enhanced data insights and automated analysis capabilities.
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1 Lesons
59 minutes
On-Demand
Free-Video
PASS Data Community Summit

AI with Power BI - Business Intelligence

0 rewiews
Learn to create and use machine learning models in Power BI, leveraging Azure's capabilities for data-driven insights. Hands-on demos showcase AI integration for enhanced business intelligence.
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14 Lesons
1 hour 1 minute
On-Demand
Free-Video
PASS Data Community Summit

Introduction to Azure AI - The Art of the Possible

0 rewiews
Explore Azure AI's potential to transform businesses using data science and machine learning. Learn how to leverage this suite for client solutions through practical demonstrations and real-world examples.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
PASS Data Community Summit

Azure Machine Learning 101

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Explore Azure ML's no-code approach to machine learning, from data preparation to model deployment, suitable for both beginners and experienced data scientists.
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27 Lesons
1 hour 10 minutes
On-Demand
Free-Video
NDC Conferences

Azure Machine Learning for the Developer

0 rewiews
Learn Azure Machine Learning fundamentals and how to leverage cloud-based predictive models. Discover the potential and ease of implementing machine learning in your software development projects.
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27 Lesons
1 hour 5 minutes
On-Demand
Free-Video
NDC Conferences

Using EEG and Azure Machine Learning to Perform Lie Detection

0 rewiews
Explore EEG-based lie detection using Azure Machine Learning. Learn about data collection, model building, and result analysis, with insights on limitations and future directions.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
NDC Conferences

Enhanced AML Fraud Detection Solutions with Azure Machine Learning

0 rewiews
Enhance AML fraud detection using Azure Machine Learning to reduce false positives and prioritize flagged items. Learn implementation techniques and explore applications in other financial domains.
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28 Lesons
49 minutes
On-Demand
Free-Video
NDC Conferences

AI in the Battle Against Fakes

0 rewiews
Explore AI-powered counterfeit detection: from building blocks to deployment. Learn about Azure services, DevOps integration, and practical implementation for developers.
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1 Lesons
59 minutes
On-Demand
Free-Video
SQLBits

AI-Driven Data Enrichment with Azure Cognitive Search

0 rewiews
Harness Azure Cognitive Search to enrich data, extract insights from documents, and leverage AI-driven capabilities for improved information retrieval and analysis.
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10 Lesons
19 minutes
On-Demand
Free-Video
NDC Conferences

Build and Deploy Production Ready PyTorch Models

0 rewiews
Explore Azure Machine Learning for PyTorch model lifecycle management, from data handling to deployment on Kubernetes, emphasizing scalability and production readiness.
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1 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

AI in the Battle Against Fakes

0 rewiews
Explore AI-powered counterfeit detection: from building blocks to deployment. Learn about Azure services, DevOps integration, and practical implementation for developers.
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1 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

Taking Models to the Next Level with Azure Machine Learning

0 rewiews
Explore Azure Machine Learning for custom model training, from pre-built cognitive services to AutoML and hyperparameter tuning, with practical examples for text analysis and sentiment analysis.
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23 Lesons
57 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Vision Transformer for Retina Image Classification - Inference on Azure ML AKS

0 rewiews
Fine-tune a Vision Transformer for diabetic retinopathy detection using EyeQ dataset and deploy on Azure ML with AKS for managed inference.
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1 Lesons
37 minutes
On-Demand
Free-Video
NashKnolX

MLOps on Azure Machine Learning Studio

0 rewiews
Automate and streamline machine learning lifecycle with MLOps on Azure ML, integrating ML, DevOps, and Data Engineering for consistent, high-quality model delivery.
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1 Lesons
56 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Pipelines with Python SDK for Data Science and Machine Learning

0 rewiews
Create ML pipelines with Azure Machine Learning Studio's Python SDK for efficient data science and machine learning workflows on Azure.
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1 Lesons
57 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Foundation Models Inference Endpoint for Q&A

0 rewiews
Explore Azure ML's Model Catalogue and create an Online Inference EndPoint for Foundation QA HuggingFace model predictions. Gain hands-on experience with Azure ML studio and machine learning deployment.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Creating and Using Pipelines with Batch Endpoints

0 rewiews
Create and deploy a multi-component pipeline with Azure ML, including component registration, data management, and Batch Endpoint setup for efficient machine learning workflows.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Foundation Models with Azure Machine Learning Studio

0 rewiews
Fine-tune a BERT foundation model using Azure Machine Learning Studio for enhanced natural language processing capabilities.
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1 Lesons
39 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Foundation Models for Document Classification with Azure ML - LLama2

0 rewiews
Fine-tune LLM for document classification using Azure ML Studio's Python SDK. Learn to adapt Llama2, Mistral, or other models for text classification tasks.
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1 Lesons
53 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure AI Studio and OpenAI Studio - Python SDK for Machine Learning and Data Science

0 rewiews
Explore Azure AI and OpenAI Studio, learn Python SDK usage, and discover practical examples for machine learning and data science applications.
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1 Lesons
39 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps: Inference ONNX Model in Azure ML Managed Endpoint AKS

0 rewiews
Deploy ONNX models to Azure ML Managed Endpoints (AKS) for efficient inference. Learn step-by-step process using Python SDK v2 to optimize machine learning operations.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

CPU Inference with ViT ONNX Model in Azure ML Managed Endpoint - AKS

0 rewiews
Deploy a Vision Transformer model for CPU inference on Azure Kubernetes Service using ONNX format and Azure ML SDK v2. Learn to create managed endpoints in Azure ML Studio.
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1 Lesons
49 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOPS: Inference ViVIT ONNX Model in Azure ML Managed Endpoint (AKS)

0 rewiews
Aprenda a implementar un modelo ViViT en ONNX para inferencia en CPU utilizando Azure Kubernetes Services y onnxruntime con Python SDK v2.
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1 Lesons
56 minutes
On-Demand
Free-Video
NDC Conferences

Biometric Security in the Azure Cloud

0 rewiews
Explore IoT-enabled biometric security using Azure Cloud, integrating CCTV cameras, Cognitive Services, and Machine Learning for advanced physical access control and intrusion detection.
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1 Lesons
1 hour
On-Demand
Free-Video
NDC Conferences

Time Traveling in the Cloud

0 rewiews
Explore time series data processing, analytics, and predictions using Azure services like Time Series Insights, Machine Learning, and Data Explorer for IoT scenarios and data-driven solutions.
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27 Lesons
1 hour 3 minutes
On-Demand
Free-Video
NDC Conferences

AI in the Battle Against Fakes

0 rewiews
Explore how AI combats counterfeit products using Azure services. Learn to build, manage, and deploy AI solutions for identifying fakes with just a smartphone picture.
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1 Lesons
1 hour
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Responsible AI Toolbox: Practical Approaches and Tools for Ethical Machine Learning

0 rewiews
Explore practical approaches to responsible AI and learn how open-source and cloud-integrated capabilities empower data scientists to understand and improve ML models ethically.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Python SDK v2 - Creating Machine Learning Applications

0 rewiews
Develop ML applications using Azure Machine Learning Studio Python SDK v2. Train models and publish to Azure ML model repository.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Microsoft

Azure AI Training and Fine-tuning Custom LLMs with Distributed Training

0 rewiews
Master distributed training techniques for custom LLMs using Azure AI infrastructure, focusing on performance optimization, scalability, and efficient deployment with ND H100 and H200 series.
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1 Lesons
44 minutes
On-Demand
Free-Video