Least squares method for simple linear regression
In this video I show you how to derive the equations for the coefficients of the simple linear regression line. The least squares method for the simple linear regression line, requires the calculation of the intercept and the slope, commonly written as beta-sub-zero and beta-sub-one. Deriv
From playlist Machine learning
Perform Linear Regression Using Matrices
This video explains how to use matrices to perform least squares linear regression. Site: http://mathispower4u.com Blog: http://mathispower4u.wordpress.com
From playlist Matrix Equations
EXTRA MATH 11B: Finding the least squares estimates
Forelæsning med Per B. Brockhoff. Kapitler:
From playlist DTU: Introduction to Statistics | CosmoLearning.org
Determine a Least Squares Solutions to Ax=b
This video explains how to determine a least-squares solutions to Ax=b that has no solution.
From playlist Least Squares Solutions
Mod-01 Lec-01 Introduction and Overview
Advanced Numerical Analysis by Prof. Sachin C. Patwardhan,Department of Chemical Engineering,IIT Bombay.For more details on NPTEL visit http://nptel.ac.in
From playlist IIT Bombay: Advanced Numerical Analysis | CosmoLearning.org
8ECM Invited Lecture: Nick Trefethen
From playlist 8ECM Invited Lectures
Mod-01 Lec-23 Discretization of ODE-BVP using Least Square Approximation and Gelarkin Method
Advanced Numerical Analysis by Prof. Sachin C. Patwardhan,Department of Chemical Engineering,IIT Bombay.For more details on NPTEL visit http://nptel.ac.in
From playlist IIT Bombay: Advanced Numerical Analysis | CosmoLearning.org
Method of least squares | Lecture 13 | Vector Calculus for Engineers
The method of least-squares is derived for fitting a line to experimental points by setting partial derivatives equal to zero. Join me on Coursera: https://www.coursera.org/learn/vector-calculus-engineers Lecture notes at http://www.math.ust.hk/~machas/vector-calculus-for-engineers.pdf
From playlist Vector Calculus for Engineers
Linear Regression Using Least Squares Method - Line of Best Fit Equation
This statistics video tutorial explains how to find the equation of the line that best fits the observed data using the least squares method of linear regression. My Website: https://www.video-tutor.net Patreon: https://www.patreon.com/MathScienceTutor Amazon Store: https://www.amazon.
From playlist Statistics
Plamen Turkedjiev: Least squares regression Monte Carlo for approximating BSDES and semilinear PDES
Abstract: In this lecture, we shall discuss the key steps involved in the use of least squares regression for approximating the solution to BSDEs. This includes how to obtain explicit error estimates, and how these error estimates can be used to tune the parameters of the numerical scheme
From playlist Probability and Statistics
Eric Goubault, École Polytechnique
April 5, Eric Goubault, École Polytechnique Reachability and invariance for the verification of control systems, some directions
From playlist Spring 2022 Online Kolchin seminar in Differential Algebra
David Neilsen (4) -Introduction to numerical hydrodynamics
PROGRAM: NUMERICAL RELATIVITY DATES: Monday 10 Jun, 2013 - Friday 05 Jul, 2013 VENUE: ICTS-TIFR, IISc Campus, Bangalore DETAL Numerical relativity deals with solving Einstein's field equations using supercomputers. Numerical relativity is an essential tool for the accurate modeling of a wi
From playlist Numerical Relativity
Tutorial 3.2: Lorenzo Rosasco - Machine Learning Part 2
MIT RES.9-003 Brains, Minds and Machines Summer Course, Summer 2015 View the complete course: https://ocw.mit.edu/RES-9-003SU15 Instructor: Lorenzo Rosasco Machine learning methods used in intelligence science & data science. Basic concepts & theory of various learning methods, and applic
From playlist MIT RES.9-003 Brains, Minds and Machines Summer Course, Summer 2015
Gaps between primes – James Maynard – ICM2018
Number Theory Invited Lecture 3.2 Gaps between primes James Maynard Abstract: We discuss recent advances on weak forms of the Prime k-tuple Conjecture, and its role in proving new estimates for the existence of small gaps between primes and the existence of large gaps between primes.
From playlist Number Theory
8ECM Invited Lecture: Daniel Kressner
From playlist 8ECM Invited Lectures
How to calculate linear regression using least square method
An example of how to calculate linear regression line using least squares. A step by step tutorial showing how to develop a linear regression equation. Use of colors and animations. Like us on: http://www.facebook.com/PartyMoreStudyLess Related Videos Playlist on Regression http://www.y
From playlist Linear Regression.
Statistical data analysis | Statistical Data Science | Part 1
In this course you will learn how to analyze data. #Statistic plays important role in terms of data analysis. Here you will get exposed to utilize and understand various statistical method to analyse data. The following topic has discussed in this course. - Central tendency (mean and me
From playlist Data Analysis