Search result for Regression Online Courses & Certifications
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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. This course covers regression analysis, least squares and inference using regression models. Regression to the Mean Welcome to Regression Models Book: Regression Models for Data Science in R Regression Regression to the mean...
Complete Linear Regression Analysis in Python
by Start-Tech Academy- 4.1
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7.5 hours on-demand video
Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also You're looking for a complete Linear Regression course that teaches you everything you need to create a Linear Regression model in Python, right? Learn how to solve real life problem using the Linear Regression technique Learn advanced variations of OLS method of Linear Regression...
$12.99
Linear Regression for Business Statistics
by Sharad Borle- 4.8
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Approx. 28 hours to complete
Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. Regression is the engine behind a multitude of data analytics applications used for many forms of forecasting and prediction. Module 1: Regression Analysis: An Introduction In this module you will get introduced to the Linear Regression Model....
Multiple Regression Analysis in Public Health
by John McGready, PhD, MS- 4.7
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Approx. 14 hours to complete
In this course, you'll extend simple regression to the prediction of a single outcome of interest on the basis of multiple variables. Investigating Effect Modification with Multiple Linear Regression (Forthcoming) Additional Examples of Multiple Linear Regression Solutions to Practice Quiz on Multiple Linear Regression An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression...
Simple Regression Analysis in Public Health
by John McGready, PhD, MS- 4.7
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Approx. 14 hours to complete
In this course, we'll focus on the use of simple regression methods to determine the relationship between an outcome of interest and a single predictor via a linear equation. Simple Linear Regression Model: Estimating the Regression Equation—Accounting for Uncertainty in the Estimates Solutions to Linear Regression Practice Quiz Simple Linear Regression...
Linear Regression and Logistic Regression using R Studio
by Start-Tech Academy- 4
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6.5 hours on-demand video
Linear Regression and Logistic Regression for beginners. Understand the difference between Regression & Classification Understanding of Linear Regression modelling - Having a good knowledge of Linear Regression gives you a solid understanding of how machine learning works. Even though Linear regression is the simplest technique of Machine learning, it is still the most popular one with fairly good prediction ability....
$11.99
Logistic Regression in R for Public Health
by Alex Bottle- 4.8
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Approx. 12 hours to complete
Welcome to Logistic Regression in R for Public Health! Why logistic regression for public health rather than just logistic regression? Run simple and multiple logistic regression analysis in R and interpret the output Evaluate the model assumptions for multiple logistic regression in R Describe and compare some common ways to choose a multiple regression model...
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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...
Data Analysis and Visualization
by Arpan Chakraborty- 0.0
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Approx. 16 weeks
lesson 1 Programming in R The R Programming Language R Programming Syntax R Programming and Data Structures lesson 2 Data Analysis Data Preprocessing Data Processing Data Visualization lesson 3 Regression Logistic Regression Linear Regression Regularization...
Free
Quantifying Relationships with Regression Models
by Jennifer Bachner, PhD- 0.0
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Approx. 11 hours to complete
This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivariate regression model, which estimates the relationship between an independent and dependent variable. Introducing the Linear Regression Model...
