Azure Machine Learning Courses and Certifications

Whizlabs

Azure ML: Explore & Configure the Machine Learning Workspace

Configure an Azure ML workspace: create compute instances and clusters, choose CPU versus GPU, manage datastores, data assets and URIs, and integrate Synapse Spark pools.

• Coursera
• 2 weeks, 4 hours a week
• Self-Paced
• Paid Course

Credit Scoring & Risk Modeling with Azure

Build, explain, and operationalize credit risk models on Azure Machine Learning. This course prepares data practitioners to deliver audit-ready, governed, and fair risk scoring systems that meet finan

• edX
• 2 weeks, 5-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Data Scientist

Build, train, and deploy machine learning models using Microsoft Azure. This hands-on program prepares aspiring data scientists to work in cloud environments and solve real-world problems with scalabl

• edX
• 5 weeks, 1-3 hours a week
• Self-Paced
• $90.00
• 3 courses

Design a machine learning solution

Design Azure Machine Learning solutions for data ingestion, model training, deployment, monitoring, and retraining across machine learning workflows.

• Microsoft Learn
• 2 hours 42 minutes
• Self-Paced
• Free Online Course

Manage Network Access for AI workloads

Plan and secure Azure Machine Learning workspace networking through managed or custom network isolation and approved outbound access.

• Microsoft Learn
• 20 minutes
• Self-Paced
• Free Online Course

Monitor AI workloads on Azure

Evaluate generative AI applications and monitor Azure Machine Learning deployments using Microsoft Foundry and Azure monitoring tools.

• Microsoft Learn
• 1 hour 10 minutes
• Self-Paced
• Free Online Course

AI-300: Azure Machine Learning Operations Engineer Exam Prep

154 ratings at Udemy

Prepare for the New Microsoft AI-300 Exam with Instructor led Videos and Hands-on labs

• Udemy
• 14 hours
• Self-Paced
• Paid Course

statistics.com

MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how data engineers ca

• edX
• 4 weeks, 5-7 hours a week
• Self-Paced
• Free Online Course (Audit)

statistics.com

MLOps2 (Azure): Data Pipeline Automation & Optimization using Microsoft Azure Machine Learning

Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how to automate your

• edX
• 4 weeks, 5-7 hours a week
• Self-Paced
• Free Certificate

statistics.com Career Certificate

Machine Learning Operations with Microsoft Azure (MLOps with Azure)

Machine Learning Operations (MLOps) is the core of AI Engineering. In this program, you will learn the tangible data engineering and data science skills needed to deploy machine learning models via M

• edX
• 12 weeks, 5-7 hours a week
• Self-Paced
• $555.00
• 3 courses

Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning

Build custom object detection models with Azure Machine Learning, from image labeling and AutoML training to deployment on NVIDIA Triton Inference Server.

• Microsoft Learn
• 2 hours 25 minutes
• Self-Paced
• Free Online Course

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

A live Build 2022 recap demonstrating Azure ML CLI/SDK v2, managed online endpoints, responsible AI insights, and the evolution of Power Virtual Agents.

• YouTube
• 2 hours 4 minutes
• Self-Paced
• Free Video

AI Show - AI Playground & Cognitive Services Vision APIs

A practical tour of Azure AI tools, from Cognitive Services and Machine Learning Designer to Jupyter notebooks and PyTorch.

• YouTube
• 2 hours
• Self-Paced
• Free Video

Audio Analytics with Azure Automated ML for Music Genre Classification

Transform audio into spectrogram images and use Azure Automated ML to classify music and detect equipment anomalies.

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

Open Data Science

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

Build scalable time-series forecasting pipelines by combining Azure Machine Learning AutoML with Azure Databricks for many-model training and batch or real-time inference.

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