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A Cloud Guru

DP-100 Part 2 - Modeling

via A Cloud Guru

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Overview

In this course, we focus on how to run experiments and train models in Azure Machine Learning. This course is part two of a three part series, focusing on preparation for the DP-100 exam.We examine how to: Create models using Azure Machine Learning designer Run training scripts in an Azure Machine Learning workspace Generate metrics from an experiment run Build a foundation using key algorithms, features, and machine learning models Use important tools such as PyTorch, Scikit-learn, Keras, and Chainer

Syllabus

  • Course Introduction
  • Azure Machine Learning Pipelines
  • Machine Learning Algorithm
  • Feature Selection
  • Classic Machine Learning Models
  • Run Training Scripts in an Azure Machine Learning Workspace
  • Generate Metrics from an Experiment Run
  • Conclusion

Taught by

Brian Roehm

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