Search result for Regression models Online Courses & Certifications
FollowFilter ![]()
Filter ![]()
Showing 323 courses
By Category ![]()
By Subject![]()
By Language![]()
By Duration![]()
By Price![]()
Get Course Alerts by Email
Regression Models
by Brian Caffo, PhD , Roger D. Peng, PhD , Jeff Leek, PhD- 4.4
-
![]()
![]()
![]()
![]()
![]()
Approx. 54 hours to complete
The course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing. Regression to the Mean Welcome to Regression Models Book: Regression Models for Data Science in R Statistical Linear Regression Models *Statistical* linear regression models Describe novel uses of regression models such as scatterplot smoothing...
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
-
![]()
![]()
![]()
![]()
![]()
Approx. 20 hours to complete
Build Linear Regression Models Using Linear Algebra Build Linear Regression Models Using Linear Algebra Module Introduction Linear Regression Linear Regression in Machine Learning Building Linear Regression Models Using Linear Algebra Build Regularized and Iterative Linear Regression Models Build Regularized and Iterative Linear Regression Models Module Introduction Building Regularized and Iterative Linear Regression Models...
Fitting Statistical Models to Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.4
-
![]()
![]()
![]()
![]()
![]()
Approx. 15 hours to complete
In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. What Do We Mean by Fitting Models to Data? WEEK 2 - FITTING MODELS TO INDEPENDENT DATA Multilevel Linear Regression Models Multilevel Logistic Regression models Marginal Linear Regression Models...
Fundamentals of Quantitative Modeling
by Richard Waterman- 4.6
-
![]()
![]()
![]()
![]()
![]()
Approx. 8 hours to complete
3 How Models Are Used in Practice Module 1: Introduction to Models Quiz Module 2: Linear Models and Optimization 1 Introduction to Linear Models and Optimization Module 2: Linear Models and Optimization Quiz 3 Regression Models Module 4: Regression Models 2 Use of Regression Models 8 Summary of Regression Models Module 4: Regression Models Quiz...
Predictive Modeling and Machine Learning with MATLAB
by Heather Gorr , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Adam Filion , Erin Byrne , Sam Jones- 4.7
-
![]()
![]()
![]()
![]()
![]()
Approx. 22 hours to complete
Creating Regression Models Introduction to Regression Using the Regression Learner App Evaluating Regression Models Summary of Regression Summary of Regression Models Regression Metrics Train a Regression Model Apply the Regression Workflow Creating Classification Models Evaluating Classification Models Evaluating Classification Models in MATLAB Summary of Classification Models Evaluate and Customize Classification Models...
Linear Regression in R for Public Health
by Alex Bottle , Victoria Cornelius- 4.8
-
![]()
![]()
![]()
![]()
![]()
Approx. 15 hours to complete
This course will show you how to create such models from scratch, beginning with introducing you to the concept of correlation and linear regression before walking you through importing and examining your data, and then showing you how to fit models. Regression models have many things in common with each other, though the mathematical details differ....
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
-
![]()
![]()
![]()
![]()
![]()
Approx. 30 hours to complete
Real-world data often require more sophisticated models to reach realistic conclusions. Components of Bayesian models Non-conjugate models Common statistical models Introduction to linear regression Alternative models Introduction to logistic regression Common models and multiple factor ANOVA Introduction to Poisson regression Linear regression example Linear regression example in JAGS Predictive distributions and mixture models...
Related searches
Learn Regression Analysis for Business
by Data Science Guide- 4.6
-
![]()
![]()
![]()
![]()
![]()
3.5 hours on-demand video
A complete hands on practical exercises to build regression models that are highly used for business analysis. Accordingly students who have fair background in regression analysis can choose to jump to the practical part of the course to learn building regression models in detail....
$13.99
Advanced Linear Models for Data Science 2: Statistical Linear Models
by Brian Caffo, PhD- 4.6
-
![]()
![]()
![]()
![]()
![]()
Approx. 6 hours to complete
Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. - A basic understanding of statistics and regression models. After taking this course, students will have a firm foundation in a linear algebraic treatment of regression modeling. This will greatly augment applied data scientists' general understanding of regression models. Confidence intervals for regression coefficients...
Machine Learning Regression Masterclass in Python
by Dr. Ryan Ahmed, Ph.D., MBA- 4.7
-
![]()
![]()
![]()
![]()
![]()
10.5 hours on-demand video
Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras The course provides students with practical hands-on experience in training machine learning regression models using real-world dataset. Students who enroll in this course will master machine learning regression models and can directly apply these skills to solve real world challenging problems....
$17.99
