Learn Live - Train and evaluate classification models

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Full series information: https://aka.ms/learnlive-post-ignite-22 More info here: https://aka.ms/learnlive-post-ignite-22-Ep2 Follow on Microsoft Learn: - Complete the Learn module: https://aka.ms/learnlive-20221020A Classification is a kind of machine learning used to categorize items into classes. --------------------- Learning objectives - When to use classification - How to train and evaluate a classification model using the Scikit-Learn framework --------------------- Chapters -------- 00:00 - Introduction 03:40 - Learning Objectives 04:12 - What is classification? 07:32 - Binary classification 11:53 - The logistic function 14:12 - Classification threshold 16:25 - Exercise: Evaluate classification models 47:07 - Other performance metrics 58:08 - Classification report review 1:19:19 - Knowledge check 1:23:43 - Summary and conclusion --------------------- Presenters Ruth Yakubu Cloud Advocate Microsoft - Twitter: https://twitter.com/ruthieyakubu - LinkedIn: https://www.linkedin.com/in/ruthyakubu/ David Smith Developer Advocate Lead Microsoft - LinkedIn: https://www.linkedin.com/in/dmsmith/ - Twitter: https://twitter.com/revodavid

Published 2022-10-20 · Watch on YouTube ↗
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