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Lec-21: Standard Deviation & Variance with Examples

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 -------------------------------------------------------------------------------------------------------------------------------------- 👉Subscribe to our new channel:   / @varunainashots   ► Machine Learning Complete playlist:    • Machine Learning   Other subject playlist Link: -------------------------------------------------------------------------------------------------------------------------------------- ►Theory of Computation    • TOC(Theory of Computation)   ►Operating System:    • Operating System (Complete Playlist)   ►Database Management System:    • DBMS (Database Management system) Complete...   ►Computer Networks:    • Computer Networks (Complete Playlist)   ►Artificial Intelligence:    • Artificial Intelligence (Complete Playlist)   ►Computer Architecture:    • Computer Organization and Architecture (Co...   ►Design and Analysis of algorithms (DAA):    • Design and Analysis of algorithms (DAA)   ►Structured Query Language (SQL):    • Structured Query Language (SQL)   --------------------------------------------------------------------------------------------------------------------------------------- Our Social Media: ► Subscribe us on YouTube-   / gatesmashers   ► Like Our page on Facebook -   / gatesmashers   ► Follow us on Instagram-  / gate.smashers   -------------------------------------------------------------------------------------------------------------------------------------- ►A small donation would help us continue making GREAT Lectures for you. ►Be a Member & Give your Support on bellow link :    / @gatesmashers   ►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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