Build Optimal Models with Azure Automated ML

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Axel Sirota

1:15:25

5 View

01. Course Overview

01. Course Overview.mp4

01:43

02. Introducing Azure Automated Machine Learning

01. What Is Auto ML-.mp4

03:08

02. Some Prerequisites for This Course.mp4

02:41

03. Demo- Using Our Model Created.mp4

03:43

04. Outline of the Course.mp4

01:00

03. Creating Optimized Models with Azure Machine Learning Studio

01. What Is Auto ML Saving Us from Doing-.mp4

06:33

02. Demo- Exploring Azure Machine Learning Studio.mp4

03:52

03. Demo- Our First Auto ML Training.mp4

05:37

04. A Little Reminder of Validation and Test Sets.mp4

02:47

05. Demo- Performing Cross Validation on Our Auto ML Run.mp4

05:41

06. Key Takeaways and Tips.mp4

01:34

04. Creating Optimized Models with Azure Machine Learning SDK

01. Introduction.mp4

00:27

02. Demo- Exploring Azure Machine Learning SDK.mp4

06:10

03. SDK vs. Machine Learning Studio.mp4

02:53

04. Demo- Our First Auto ML Run with the SDK.mp4

05:28

05. Feature Engineering in Machine Learning.mp4

03:50

06. Demo- Customizing Featurization on Our Auto ML Run.mp4

05:04

07. Demo- Interpreting Metrics and Charts.mp4

05:08

08. Key Takeaways and Tips.mp4

01:16

05. Final Thoughts

01. A Walkthrough of Our Journey.mp4

00:42

02. Are We out of Jobs with Auto ML-.mp4

02:15

03. Where to Continue.mp4

02:21

04. Closing Thoughts.mp4

01:32

Description

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!

What You'll Learn?

Building Machine Learning models means iterating multiple times over the best features, the best architectures, the best algorithms, until you get a model that serves your business purpose. In this course, Build Optimal Models with Azure Automated ML, you’ll learn to create the best machine learning model for your own specific data in just a few clicks. First, you’ll explore what Auto ML really is. Next, you’ll discover how to create optimal models both from the UI as well as the SDK. Finally, you’ll learn how to improve our models with more advanced techniques Azure ML offers. When you’re finished with this course, you’ll have the skills and knowledge of Automated Machine Learning needed to build the best Machine Learning model for your data in just a few clicks!

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Machine Learning

Microsoft Azure

Axel Sirota

Instructor's Courses

Axel Sirota is a Microsoft Certified Trainer with a deep interest in Deep Learning and Machine Learning Operations. He has a Masters degree in Mathematics and after researching in Probability, Statistics and Machine Learning optimisation, he works as an AI and Cloud Consultant as well as being an Author and Instructor at Pluralsight, Develop Intelligence, and O'Reilly Media.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.