Having a solid understanding of linear regression—a method of modeling the relationship between one dependent variable and one to several other variables—can help you solve a multitude of real-world problems. Applications areas involve predicting virtually any numeric value including housing values, customer spend, and stock prices. This course reveals the concepts behind the most important linear regression techniques and how to use them effectively. Throughout the course, instructor Keith McCormick uses IBM SPSS Statistics as he walks through each concept, so some exposure to that software is assumed. But the emphasis will be on understanding the concepts and not the mechanics of the software. SPSS users will have the added benefit of being exposed to virtually every regression feature in SPSS.
Instructor Keith McCormick covers simple linear regression, explaining how to build effective scatter plots and calculate and interpret regression coefficients. He also dives into the challenges and assumptions of multiple regression and steps through three distinct regression strategies. To wrap up, he discusses some alternatives to regression, including regression trees and time series forecasting.
Duration: 3h 57m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 627 MB
Level: Intermediate | Genre: eLearning | Language: English

Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.22 GB | Duration: 4h 28m
Learn key Linear Algebra techniques and how to implement from scratch in Python.
What you'll learn

Last updated 01/2023
Duration: 1h 15m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 540 MB
Genre: eLearning | Language: English[Auto]
Learn to apply LLE from a Data Science expert. Code templates included.

Last updated 12/2020
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 7.59 GB | Duration: 11h 7m
Learning step by step skills of linear programming problem (LPP)

Published 1/2023
Created by Hoang Quy La
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 27 Lectures ( 4h 46m ) | Size: 2.32 GB

Last updated 1/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz
Language: English | Size: 1.18 GB | Duration: 2h 50m
Learn to apply Linear Regression from a Data Science expert. Code templates included.

Published 12/2022
Created by Ingenium Academy
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 51 Lectures ( 5h 18m ) | Size: 727 MB

Published 11/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 770.23 MB | Duration: 5h 15m
Learn the fundamentals you will need to understand advanced linear algebra concepts.

Updated 08/2022
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.02 GB | Duration: 70 lectures • 7h 58m
Fundamental Course in Linear Algebra for Machine Learning, Data Science, Computer Science and Electrical Engineering

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 407.41 MB | Duration: 2h 21m
Learn the basics of matrices and linear algebra
What you'll learn