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Video TrainingMachine Learning & AI Foundations Linear Regression



Machine Learning & AI Foundations Linear Regression
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



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Video TrainingLinear Algebra For Data Science - Techniques And Applications



Linear Algebra For Data Science - Techniques And Applications
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



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Video TrainingLocally Linear Embedding Data Science in Python



Locally Linear Embedding Data Science in Python
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.



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Video TrainingLinear Programming Problem B. Advanced



Linear Programming Problem B. Advanced
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)



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Video TrainingThe Complete Linear and Logistic Regression Course in Python



The Complete Linear and Logistic Regression Course in Python
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



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Video TrainingLinear Regression Data Science On Python



Linear Regression Data Science On Python
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.



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Video TrainingLinear Algebra Linear Transformations & Vector Spaces



Linear Algebra Linear Transformations & Vector Spaces
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



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Video TrainingLinear Algebra Fundamentals Of Matrix Algebra



Linear Algebra Fundamentals Of Matrix Algebra
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.



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Video TrainingDeterminants and Matrices The Foundation of Linear Algebra



Determinants and Matrices  The Foundation of Linear Algebra
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



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Video TrainingMatrices Learn The Basic Of Linear Algebra



Matrices Learn The Basic Of Linear Algebra
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



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