DP-100 Part 2 - Modeling

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Free Online Course: DP-100 Part 2 - Modeling provided by A Cloud Guru is a comprehensive online course, which lasts for 8 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from A Cloud Guru. DP-100 Part 2 - Modeling is taught by Brian Roehm.

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