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- Level: Intermediate
- Duration: 01h 15m 25s
- Release date: 2021-02-09
- Author: Axel Sirota
- Provider: Pluralsight
Build Optimal Models with Azure Automated ML
Description
Content
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!
- Course Overview02m
- Course Overview02m
- Introducing Azure Automated Machine Learning11m
- What Is Auto ML?03m
- Some Prerequisites for This Course03m
- Demo: Using Our Model Created04m
- Outline of the Course01m
- Creating Optimized Models with Azure Machine Learning Studio28m
- What Is Auto ML Saving Us from Doing?07m
- Demo: Exploring Azure Machine Learning Studio04m
- Demo: Our First Auto ML Training06m
- A Little Reminder of Validation and Test Sets03m
- Demo: Performing Cross Validation on Our Auto ML Run06m
- Key Takeaways and Tips02m
- Creating Optimized Models with Azure Machine Learning SDK29m
- Introduction00m
- Demo: Exploring Azure Machine Learning SDK06m
- SDK vs. Machine Learning Studio03m
- Demo: Our First Auto ML Run with the SDK05m
- Feature Engineering in Machine Learning04m
- Demo: Customizing Featurization on Our Auto ML Run05m
- Demo: Interpreting Metrics and Charts05m
- Key Takeaways and Tips01m
- Final Thoughts07m
- A Walkthrough of Our Journey01m
- Are We out of Jobs with Auto ML?02m
- Where to Continue02m
- Closing Thoughts02m
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