Search result for Linear regression Online Courses & Certifications
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Deep Neural Networks with PyTorch
by Joseph Santarcangelo- 4.4
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Approx. 31 hours to complete
Linear Regression 1 Linear Regression Prediction 1 Linear Regression Training Linear Regression PyToch PyTorch Linear Regression Training Slope and Bias Linear Regression Training PyTorch Linear Regression Training Slope and Bias Linear Regression PyTorch Way Multiple Input Output Linear Regression Multiple Linear Regression Prediction Multiple Linear Regression Training Linear Regression Multiple Outputs...
Regression Models
by Brian Caffo, PhD , Roger D. Peng, PhD , Jeff Leek, PhD- 4.4
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Approx. 54 hours to complete
Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. Week 1: Least Squares and Linear Regression Linear Least Squares Linear Least Squares Coding Example Week 2: Linear Regression & Multivariable Regression Statistical Linear Regression Models Linear Regression for Prediction *Statistical* linear regression models...
Linear Regression and Modeling
by Mine Çetinkaya-Rundel- 4.7
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Approx. 10 hours to complete
This course introduces simple and multiple linear regression models. In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio. Conditions for Linear Regression More about Linear Regression Inference for Linear Regression...
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
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Approx. 20 hours to complete
Build Linear Regression Models Using Linear Algebra Module Introduction Linear Regression Linear Regression in Machine Learning Matrices in Linear Regression Guidelines for Building a Regression Model Using Linear Algebra Building Linear Regression Models Using Linear Algebra Build Regularized and Iterative Linear Regression Models Build Regularized and Iterative Linear Regression Models Module Introduction...
Linear Regression in R for Public Health
by Alex Bottle , Victoria Cornelius- 4.8
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Approx. 15 hours to complete
Welcome to Linear Regression in R for Public Health! INTRODUCTION TO LINEAR REGRESSION Linear Regression and Model Assumptions: Part I Linear Regression and Model Assumptions: Part II Linear Regression Models: Behind the Headlines Linear Regression Models: Behind the Headlines: Written Summary Linear Regression Models: Behind the Headlines Practice Quiz on Linear Regression...
Multiple Regression Analysis in Public Health
by John McGready, PhD, MS- 4.7
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Approx. 14 hours to complete
Investigating Effect Modification with Multiple Linear Regression (Forthcoming) Additional Examples of Multiple Linear Regression Solutions to Practice Quiz on Multiple Linear Regression Practice Quiz: An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression...
Easy Statistics: Linear and Non-Linear Regression
by F. Buscha- 4.7
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5.5 hours on-demand video
Linear and Non-Linear Regression and Regression Modelling. This course will focus on the concept of linear regression, non-linear regression and regression modelling. To be able to comfortably interpret and analyze complicated linear regression output from Ordinary Least Squares To learn tips and tricks around linear regression analysis Functional Form - How to Model Non-Linear Relationships in a Linear Regression...
$12.99
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Easy Statistics: Non-Linear Regression
by F. Buscha- 5
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1 hour on-demand video
An easy introduction to Logit and Probit regression To learn and understand the basic statistical intuition behind Non-Linear regression To be able to comfortably interpret and analyze complicated regression output from Logit and Probit regression To learn tips and tricks around Non-Linear Regression analysis What kinds of Non-Linear regression analysis exist...
$12.99
Excel Analytics: Linear Regression Analysis in MS Excel
by Start-Tech Academy- 4.2
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2.5 hours on-demand video
Linear Regression analysis in Excel. If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you the most popular technique of machine learning, which is Linear Regression...
$9.99
Linear Regression for Business Statistics
by Sharad Borle- 4.8
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Approx. 28 hours to complete
In this module you will get introduced to the Linear Regression Model. • Introducing the Linear Regression • Hypothesis testing in a Linear Regression The module extends your understanding of the Linear Regression, introducing techniques such as mean-centering of variables and building confidence bounds for predictions using the Regression model. Hypothesis Testing in a Linear Regression...
