Skip to main content
Category
Topics

Machine Learning Tutorial

Get insights & best practices into AI & machine learning, upskill, and build data cultures. Learn how to get the most out of machine learning models with our tutorials.
Python

Random Forest Classification with Scikit-Learn

This article covers how and when to use Random Forest classification with scikit-learn. Focusing on concepts, workflow, and examples. We also cover how to use the confusion matrix and feature importances.
Adam Shafi's photo

Adam Shafi

February 24, 2023

Python

Absolute and Weighted Frequency of Words in Text

In this tutorial, you'll learn about absolute and weighted word frequency in text mining and how to calculate it with defaultdict and pandas DataFrames.
Elias Dabbas's photo

Elias Dabbas

April 24, 2018

Machine Learning

K-Means Clustering in R Tutorial

Learn what k-means is and discover why it’s one of the most used clustering algorithms in data science
Eugenia Anello's photo

Eugenia Anello

March 21, 2023

Machine Learning

From Local Machine to Dask Cluster with Terraform

Learn how you can take local code that does grid search with the Scikit-Learn package to a cluster of AWS (EC2) nodes with Terraform.
DataCamp Team's photo

DataCamp Team

March 8, 2018

Machine Learning

Ensemble Learning in R with SuperLearner

Boost your machine learning results and discover ensembles in R with the SuperLearner package: learn about the Random Forest algorithm, bagging, and much more!
Daniel Gremmell's photo

Daniel Gremmell

February 20, 2018

Machine Learning

Active Learning: Curious AI Algorithms

Discover active learning, a case of semi-supervised machine learning: from its definition and its benefits, to applications and modern research into it.
DataCamp Team's photo

DataCamp Team

February 9, 2018

Machine Learning

Finding Similar Names with Matrix Factorization

Applying matrix factorization on user clicks on hundreds of names on the recommender system NamesILike.com reveal an unseen structure in our first names.
DataCamp Team's photo

DataCamp Team

February 2, 2018

Machine Learning

Lyric Analysis with NLP & Machine Learning with R

Dive into the lyrics of Prince's music with R: use text mining and Exploratory Data Analysis (EDA) to shed insight on The Artist's career.
Debbie Liske's photo

Debbie Liske

February 2, 2018