Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 1 Manage Azure Resources for Machine Learning
19mGeneral2023-01-30
Authors
Noah Gift
MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO
Course details
Data scientist roles are in high demand as more and more organizations seek to become more data-driven and derive insights from that data. Passing the Microsoft DP-100 exam certifies you as an Azure Data Scientist Associate, and is a valuable certification to have either in your current job or any future job-seeking positions. In this course, Noah Gift takes you through the first domain of the Microsoft Azure Data Scientist Associate (DP-100) exam. Noah covers the steps necessary to design a machine learning solution, including how to choose the appropriate compute specifications for a training workload, describe model deployment requirements, and create an Azure machine learning workspace. He also explains managing data in an Azure machine learning workspace, and takes a look at monitoring computer utilization.
Skills covered
Cloud DevelopmentMachine LearningCloud AdministrationAzureCert PrepArtificial Intelligence (AI)Cloud ComputingMicrosoft
Concepts
Introduction
- Overview
- Prerequisite technology
Domain 1 - Design and Prepare a Machine Learning Solution
- Determine the appropriate compute specifications for a training workload
- Create an Azure Machine Learning workspace
- Manage a workspace by using developer tools for workspace interaction
- Create and manage data assets
- Create compute targets for experiments and training
- Monitor compute utilization