Build Optimal Models with Azure Automated ML

سرفصل های دوره

Regardless of if you have some hours or some years building models, Azures’s Automated Machine Learning has something to amaze you. This course will teach you how to use it to build the best Machine Learning model for your data in just a few clicks!

01. Course Overview

01. Course Overview

02. Introducing Azure Automated Machine Learning

01. What Is Auto ML-

02. Some Prerequisites for This Course

03. Demo- Using Our Model Created

04. Outline of the Course

03. Creating Optimized Models with Azure Machine Learning Studio

01. What Is Auto ML Saving Us from Doing-

02. Demo- Exploring Azure Machine Learning Studio

03. Demo- Our First Auto ML Training

04. A Little Reminder of Validation and Test Sets

05. Demo- Performing Cross Validation on Our Auto ML Run

06. Key Takeaways and Tips

04. Creating Optimized Models with Azure Machine Learning SDK

01. Introduction

02. Demo- Exploring Azure Machine Learning SDK

03. SDK vs. Machine Learning Studio

04. Demo- Our First Auto ML Run with the SDK

05. Feature Engineering in Machine Learning

06. Demo- Customizing Featurization on Our Auto ML Run

07. Demo- Interpreting Metrics and Charts

08. Key Takeaways and Tips

05. Final Thoughts

01. A Walkthrough of Our Journey

02. Are We out of Jobs with Auto ML-

03. Where to Continue

04. Closing Thoughts

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تولید کننده: PluralSight