Search result for Regression analysis Online Courses & Certifications
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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
Fundamentals of Data Analysis for Big Data
by Illumeo Learning- 4.3
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1 hour on-demand video
This course prepares participants to begin running data analysis on databases. This course prepares participants to begin running data analysis on databases. Both univariate and multivariate analysis are covered with a particular focus on regression analysis. Regression analysis is done in Excel, SAS, and Stata to give viewers a sense of familiarity with a variety of different software package structures....
$9.99
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? Preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression...
$12.99
Statistical Learning
by Trevor Hastie , Robert Tibshirani- 0.0
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9 Weeks
This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Linear regression...
$149
Supervised Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.8
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Approx. 11 hours to complete
You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course targets aspiring data scientists interested in acquiring hands-on experience with Supervised Machine Learning Regression techniques in a business setting. Introduction to Supervised Machine Learning and Linear Regression...
Supervised Machine Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.7
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Approx. 11 hours to complete
You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course targets aspiring data scientists interested in acquiring hands-on experience with Supervised Machine Learning Regression techniques in a business setting. Introduction to Supervised Machine Learning and Linear Regression...
Machine Learning With Big Data
by Mai Nguyen , Ilkay Altintas- 4.6
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Approx. 22 hours to complete
Regression, Cluster Analysis, and Association Analysis Regression Overview Linear Regression Association Analysis Association Analysis in Detail Cluster Analysis in Spark Slides: Regression Slides: Cluster Analysis Slides: Association Analysis Cluster Analysis in Spark PDFs of Cluster Analysis in Spark Hands-On Readings Regression, Cluster Analysis, & Association Analysis Cluster Analysis in Spark Quiz...
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Survival Analysis in R for Public Health
by Alex Bottle- 4.5
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Approx. 11 hours to complete
Welcome to Survival Analysis in R for Public Health! The three earlier courses in this series covered statistical thinking, correlation, linear regression and logistic regression. The three previous courses in the series explained concepts such as hypothesis testing, p values, confidence intervals, correlation and regression and showed how to install R and run basic commands....
More Data Mining with R
by Geoffrey Hubona, Ph.D.- 3.9
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10.5 hours on-demand video
How to perform market basket analysis, analyze social networks, mine Twitter data, text, and time series data. More Data Mining with R presents a comprehensive overview of a myriad of contemporary data mining techniques. Both courses examine and explain a number of data mining methods and techniques, using concrete data mining modeling examples, extended case studies, and real data sets....
$12.99
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...
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