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Standard Deviation and Variance are essential concepts in machine learning for understanding data distribution and model performance. In this video, we'll dive into how these statistical measures help with data analysis, identifying variability, and improving model predictions by addressing dispersion and consistency in datasets. -------------------------------------------------------------------------------------------------------------------------------------- Timestamps: 00:00 – Introduction 00:56 – Variance 05:42 – Standard deviation -------------------------------------------------------------------------------------------------------------------------------------- 🔹 Gate Smashers Shorts: Watch quick concepts & short videos here: https://www.youtube.com/@GateSmashersShorts 🔹 Subscribe for more shorts and motivational content: https://www.youtube.com/@varunainashots ► Machine Learning Complete playlist: https://www.youtube.com/playlist?list=PLxCzCOWd7aiEXg5BV10k9THtjnS48yI-T Other subject playlist Link: -------------------------------------------------------------------------------------------------------------------------------------- ►Theory of Computation https://www.youtube.com/playlist?list=PLxCzCOWd7aiFM9Lj5G9G_76adtyb4ef7i ►Operating System: https://www.youtube.com/playlist?list=PLxCzCOWd7aiGz9donHRrE9I3Mwn6XdP8p ►Database Management System: https://www.youtube.com/playlist?list=PLxCzCOWd7aiFAN6I8CuViBuCdJgiOkT2Y ►Computer Networks: https://www.youtube.com/playlist?list=PLxCzCOWd7aiGFBD2-2joCpWOLUrDLvVV_ ►Artificial Intelligence: https://www.youtube.com/playlist?list=PLxCzCOWd7aiHGhOHV-nwb0HR5US5GFKFI ►Computer Architecture: https://www.youtube.com/playlist?list=PLxCzCOWd7aiHMonh3G6QNKq53C6oNXGrX ►Design and Analysis of algorithms (DAA): https://www.youtube.com/playlist?list=PLxCzCOWd7aiHcmS4i14bI0VrMbZTUvlTa ►Structured Query Language (SQL): https://www.youtube.com/playlist?list=PLxCzCOWd7aiHqU4HKL7-SITyuSIcD93id --------------------------------------------------------------------------------------------------------------------------------------- Our Social Media: ► Subscribe us on YouTube-https://www.youtube.com/gatesmashers ► Like Our page on Facebook - https://www.facebook.com/gatesmashers ► Follow us on Instagram-https://www.instagram.com/gate.smashers -------------------------------------------------------------------------------------------------------------------------------------- ►A small donation would help us continue making GREAT Lectures for you. ►Be a Member & Give your Support on bellow link : https://www.youtube.com/channel/UCJihyK0A38SZ6SdJirEdIOw/join ►UPI: gatesmashers@apl ►Paypal Account: paypal.me/GSmashers ►For any other Contribution like notes pdfs, feedback, suggestion etc [email protected] ►For Bussiness Query [email protected]
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