What’s popular in machine learning

Polynomial Regression Using Python

By Siddharth Yadav

In this lab, you will learn how to perform polynomial regression effectively ...

Machine Learning: Visualize GloVe Vectors Using PCA

By Matt Kirk

A simple approach to visualizing text clusters ...

Machine Learning Challenge: Transform Dimensions into Features with PCA and SVD

By Matt Kirk

You will tokenize natural language and work with sparse data by shrinking dimensions into a singular value decomposition ...

Handling Categorical Data: Handling Imbalanced Classes

By Vishwesh Ravi Shrimali

Handling imbalanced classes in Scikit-Learn using upsampling and downsampling ...

Machine Learning Challenge: Find Topics Using GloVe and PCA

By Matt Kirk

Using GloVe vectorization and PCA, you will find topic clusters of terms ...

Multiple Linear Regression Using Python

By Siddharth Yadav

In this lab, you will learn how to perform multiple linear regression effectively using cross-validation and feature selection ...