Skip to main content

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.
Machine Learning

Normal Equation for Linear Regression Tutorial

Learn what the normal equation is and how can you use it to build machine learning models.
DataCamp Team's photo

DataCamp Team

April 6, 2022

DataCamp Team's photo

DataCamp Team

March 25, 2022

DataCamp Team's photo

DataCamp Team

March 18, 2022


Recurrent Neural Network Tutorial (RNN)

Learn about the most popular deep learning model RNN and get hands-on experience by building a MasterCard stock price predictor.
Abid Ali Awan's photo

Abid Ali Awan

March 16, 2022

Machine Learning

Machine Learning, Pipelines, Deployment and MLOps Tutorial

Learn basic MLOps and end-to-end development and deployment of ML pipelines.
Moez Ali's photo

Moez Ali

March 11, 2022

Data Science

Kaggle Competition Tutorial: Machine Learning from the Titanic

Prepare for your first Kaggle Competition with this step-by-step tutorial.
Çağlar Uslu's photo

Çağlar Uslu

March 8, 2022

Data Science

Time Series Forecasting Tutorial

A detailed guide to time series forecasting. Learn to use python and supporting frameworks. Learn about the statistical modelling involved.
Moez Ali's photo

Moez Ali

February 23, 2022

Moez Ali's photo

Moez Ali

November 18, 2021


Convolutional Neural Networks with TensorFlow

In this tutorial, you'll learn how to construct and implement Convolutional Neural Networks (CNNs) in Python with the TensorFlow framework.
Aditya Sharma's photo

Aditya Sharma

June 8, 2020


Keras Tutorial: Deep Learning in Python

This Keras tutorial introduces you to deep learning in Python: learn to preprocess your data, model, evaluate and optimize neural networks.
Karlijn Willems's photo

Karlijn Willems

December 10, 2019

Machine Learning

Using TensorFlow 2.0 to Compose Music Tutorial

In this tutorial, you will learn how to train generative models to compose music in TensorFlow 2.0.
Isaiah Hull's photo

Isaiah Hull

December 9, 2019


Using XGBoost in Python Tutorial

XGBoost is one of the most popular machine learning algorithm these days. Regardless of the type of prediction task at hand; regression or classification.
Manish Pathak's photo

Manish Pathak

November 8, 2019