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Learn Live - Introduction to regression models by using R and tidymodels

Microsoft Developer
589K subscribers
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Learn Live - Introduction to regression models by using R and tidymodels
Full series information: https://aka.ms/learnlive-machine-lear... More info here: https://aka.ms/learnlive-machine-lear... Follow on Microsoft Learn: Get an introduction to regression models. In machine learning, the goal of regression is to create a model that can predict a numeric, quantifiable value. --------------------- Learning objectives
  • When to use regression models.
  • How to train and evaluate regression models by using the tidymodels framework.
--------------------- Chapters -------- 00:00 - Welcome 03:17 - Learning objectives 03:51 - What is regression?​ 05:45 - The plan: Predicting bike rentals​ 53:13 - Knowledge Check​ 58:29 - Feature Engineering with recipes​ 1:05:32 - Resampling for evaluating model performance​ 1:34:24 - Summary​ and conclusion --------------------- Presenters Eric Wanjau Data Scientist and Researcher Leeds Institute for Data Analytics - University of Leeds Karani Wachira Undergrad student, DeKUT R Community Lead Kimathi University of Technology Moderators Pascal Burume Network and telecommunications engineer, Microsoft Student Ambassador Youth Africa Technologies

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Microsoft Developer

589K subscribers
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