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Learn Live - Train a model and debug it with Responsible AI dashboard

Microsoft Reactor
113K subscribers
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Learn Live - Train a model and debug it with Responsible AI dashboard
Full series information: https://aka.ms/learnlive-microsoft-le... More info here: https://aka.ms/learnlive-microsoft-le... Follow on Microsoft Learn: Learn how to debug an AI model using the Responsible AI dashboard in Azure Machine Learning studio to ensure it performs responsibly and is less harmful. --------------------- Learning objectives
  • Create a responsible AI dashboard.
  • Identify where the model has errors.
  • Discover data over or under representation to mitigate biases.
  • Understand what drives a model outcome with explainable and interpretability.
  • Mitigate issues to meet compliance regulation requirements.
--------------------- Chapters -------- 00:00 - Introduction 03:38 - Learning objectives 05:18 - Lab exercise 11:26 - What is a responsible AI dashboard? 21:21 - Reasons for using the responsible AI dashboard 23:15 - Exercise: Let's train our model 42:12 - Exercise: Let's debug our model 1:19:10 - Knowledge check 1:22:40 - Model debugging review 1:26:32 - Summary --------------------- Presenters Nitya Narasimhan Senior Cloud Advocate Microsoft Lee Stott Principal Cloud Advocate Microsoft Moderators Cynthia Zanoni Cloud Advocate Microsoft

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Microsoft Reactor

113K subscribers
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