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Linear Regression is one of the simplest and most widely used algorithms for predicting continuous outcomes. It establishes a linear relationship between input features and the target variable, making it easy to understand and implement. In this video, we’ll cover the fundamentals of Linear Regression, explain how to apply it to real-world datasets, and walk through the steps of model evaluation and optimization. 00:00 – Introduction 00:38 – Linear regression 01:09 – equation 02:33 – Project 👉Subscribe to our new channel: / @varunainashots Subject-wise playlist Links: -------------------------------------------------------------------------------------------------------------------------------------- ► Operating System : • Operating System (Complete Playlist) ►Database Management System: • DBMS (Database Management system) Com... ► Theory of Computation • TOC(Theory of Computation) ►Data Structure : • Data Structure ►Computer Networks (Complete Playlist): • Computer Networks (Complete Playlist) ►Computer Architecture (Complete Playlist): • Computer Organization and Architectur... ►Structured Query Language (SQL): • Structured Query Language (SQL) ►Discrete Mathematics: • Discrete Mathematics ►Artificial Intelligence (Complete Playlist): • Artificial Intelligence (Complete Pla... ►Compiler Design: • Compiler Design (Complete Playlist) ►Number System: • Number system ►Cloud Computing & BIG Data: • Cloud Computing (Complete Course) ►Software Engineering: • Software Engineering ►Design and Analysis of algorithms (DAA) (Complete Playlist): • Design and Analysis of algorithms (DAA) ►Graph Theory: • Graph Theory ►Programming in C: • C Programming ►Digital Logic: • Digital Logic (Complete Playlist) --------------------------------------------------------------------------------------------------------------------------------------- Our social media Links: ► Subscribe to us on YouTube: / gatesmashers ►Subscribe to our new channel: / @varunainashots ► Like our page on Facebook: / gatesmashers ► Follow us on Instagram: / gate.smashers ► Follow us on Instagram: / varunainashots ► Follow us on Telegram: https://t.me/gatesmashersofficial ► Follow us on Threads: https://www.threads.net/@gate.smashers -------------------------------------------------------------------------------------------------------------------------------------- ►For Any Query, Suggestion or notes contribution: Email us at: [email protected] #regression #machinelearning