ML 6. Gradient Descent Algorithm and Matrix Method for Simple and Multiple Regression
Class on Gradient Descent Algorithm and Matrix Method for Simple and Multiple Regression
Content and Pic Courtesy :
Ethem Alpaydin, Introduction to Machine Learning, 2nd edition, MIT Press 2010
https://byjus.com/jee-questions/what-...
https://www.mathsisfun.com/calculus/d...
/ gradient-descent-algorithm-explained-with-...
https://hackernoon.com/hn-images/1*f9...
/ best-optimization-gradient-descent-algorithm
https://machinelearningmastery.com/ge...
https://www.kaggle.com/gireeshs/diy-f...
https://towardsdatascience.com/buildi...
spreadsheet - https://docs.google.com/spreadsheets/...
0:00 Gradient Descent Algorithm
9:51 Types of Gradient Descent Algorithm
12:22 Matrix Method for Simple Linear Regression
16:49 Example Problem 1
19:13 Matrix Method for Multiple Linear Regression
19:57 Example Problem 2
View playlist of Mathematics of Machine Learning :
• Mathematics of Machine Learning KTU M...
View playlist of Concepts in machine Learning : • Concepts in Machine Learning KTU Mino...
View playlist of Tech Narrative : • The Chameleon Attack
View playlist of Microprocessor Lab : • MP LAB 1. MASM 8086 16 bit Addition w...
View playlist of Microprocessors and Microcontrollers : https://www.youtube.com/playlist?list...
View playlist of Operating Systems : https://www.youtube.com/playlist?list...
View playlist of Computer Organisation : https://www.youtube.com/playlist?list...
******************************************************
Thank you for all your likes, shares and subscriptions.
Let me know your questions and suggestions in the
comment section below.
Be aMazIng The Way You Are *
* * *
*
*
* * *
******************************************************
#crackingconcepts #ktu #cst383 #machinelearning #concepts #cml