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
0. Introduction
- 01 - Overview
- 02 - Prerequisite technology
1. Domain 1 - Design and Prepare a Machine Learning Solution
- 03 - Determine the appropriate compute specifications for a training workload
- 04 - Create an Azure Machine Learning workspace
- 05 - Manage a workspace by using developer tools for workspace interaction
- 06 - Create and manage data assets
- 07 - Create compute targets for experiments and training
- 08 - Monitor compute utilization
Related courses
- Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 2 Run Experiments and Train Models
- Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 3 Deploy and Operationalize Machine Learning Solutions
- Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 4 Implement Responsible Machine Learning
- Microsoft Azure Data Scientist Associate (DP-100) Cert Prep
- Microsoft Azure AI Fundamentals (AI-900) Cert Prep by Microsoft Press
- Exam Review: Designing and Implementing a Data Science Solution on Azure (DP-100)
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Related learn paths
- Prepare for the Azure Data Scientist Associate (DP-100) Certification
- Understanding Generative AI for Tech Leaders
- Develop Your AWS Skills
- Build Essential Data Skills
- Mastering Executive-Level Data Analytics
- Prepare for the Azure Data Fundamentals (DP-900) Certification Exam
- Prepare for the Microsoft Azure AI Fundamentals (AI-900) Certification
- Prepare for the Azure Data Engineer Associate (DP-203) Certification by Microsoft Press