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ML 101: Welcome Overview and a Bonkers No-Code Demo Using Orange! 🍊

Brandon Foltz 1,171 lượt xem 1 year ago
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🚀 Dive into the world of Machine Learning with ease! 🌟 Welcome to our exciting new video series, where we demystify machine learning for beginners and enthusiasts alike.

00:00 Introduction
00:37 Series Overview
02:40 Installing Orange
05:35 Opening Orange
07:07 Loading Data with Dataset Widget in Orange
08:18 Viewing Data with Datatable Widget in Orange
09:58 Loading the Test and Score Widget in Orange
10:57 Running Logistic Regression in Orange
12:22 Running a Classification Tree in Orange
13:00 Machine Learning Madness in Orange
15:52 Creating a Confusion Matrix in Orange
18:18 AUC / ROC Analysis in Orange
20:10 Wrapping Things Up


In this first episode, we introduce you to the powerful, user-friendly tool - Orange! 🍊 No coding? No problem! Whether you're a student, a professional, or just curious about machine learning, this series is crafted for you. Join us on this interactive and fun journey, and start building your machine-learning superpowers today! 🤖✨ Follow along, experiment, and let's make machine learning accessible and enjoyable for everyone. Ready to embark on this adventure? Press play and let's get started! 🎥👩‍💻

Orange Data Mining: https://orangedatamining.com/
Orange YouTube Channel: https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g
Orange Discord: https://discord.com/invite/FWrfeXV

#machinelearning #datascience #datamining

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