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linear regression

Your Guide to Linear Regression Models

Machine Learning Modeling linear regressionposted by Diego Lopez Yse March 16, 2021

Interpretability is one of the biggest challenges in machine learning. A model has more interpretability than another one if its decisions are easier for a human to comprehend. Some models are so complex and are internally structured in such a way that it’s almost impossible to... Read more

Linear Regression in Machine Learning

Machine Learning Modeling linear regressionposted by ODSC Community February 16, 2021

In every phase of our daily lives, we use different machine learning technologies to find appropriate solutions. These algorithms not only identify text, audio, video or images, but are quite instrumental in improving some other aspects that include the marketing sector, customer services, medical sectors, and a... Read more

Introduction to Generalized Linear Models in R

Modeling linear regressionposted by Daniel Gutierrez, ODSC October 19, 2018

Linear regression serves as the data scientist’s workhorse, but this statistical learning method is limited in that the focus of Ordinary Least Squares regression is on linear models of continuous variables. However, much data of interest to data scientists are not continuous and so other methods... Read more

Your Guide to Linear Regression Models

Linear Regression in Machine Learning

Introduction to Generalized Linear Models in R

MakeBlobs + Fictional Synthetic Data A New(ish) Use Case

8 Tools to Protect Sensitive Data from Unintended Leakage

Space-Time Hotspots: How to Unlock a New Dimension of Insights