Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure
- Offered byFutureLearn
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure at FutureLearn Overview
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure
at FutureLearn
Duration | 3 weeks |
Total fee | ₹900 |
Mode of learning | Online |
Credential | Certificate |
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure at FutureLearn Highlights
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure
at FutureLearn
- Duration 3 weeks
- Weekly study 6 hours
- Included in an ExpertTrack Course 6 of 6
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure at FutureLearn Course details
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure
at FutureLearn
Skills you will learn
More about this course
- This self-paced course was created by the Microsoft World Wide Learning team for data scientists, with the aim of supporting the exam DP-100: Designing and Implementing a Data Science Solution on Azure.
- You'll learn about the data science process and how solutions within Microsoft Azure can best support it. You'll then delve into machine learning model training and deployment, allowing you to use a greater degree of automation within your data science projects.
- Machine learning is revolutionizing a huge range of industries, including data science. Guided by industry experts, you'll review the machine learning capabilities available in Microsoft Azure, and learn how to use it for local model training, model selection automation, model management, and monitoring.
- Once you have built your understanding of Microsoft Azure and its functionality, you'll put that knowledge into practice by building a simple chat bot. This offers you the opportunity to customize and troubleshoot within the platform, as well as a chance to build hands-on experience.
- By the end of the course you'll have the confidence and knowledge to design and implement a data science solution using Microsoft Azure's AI stack.
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure at FutureLearn Curriculum
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure
at FutureLearn
Course Introduction
About this Course
Data Science
The Data Science Process
Azure and Data Science
Cloud-based and On-premises Machine Learning
Wrapping up the Week
Data Science on Azure
Development platforms and tools
Introduction to Data Science with Azure Notebooks
CloudSwyft Hands-On Lab 1
Introducing the Azure Machine Learning (AML) Service
Training Machine Learning Models
Wrapping Up the Week
Azure Machine Learning Service
Registering and Deploying Models
CloudSwyft Hands-On Lab 2
Automating Model Selection with AML Service
CloudSwyft Hands-On Lab 3
Managing and Monitoring Models with AML Service
Wrapping Up the Course
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