category
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.Building and Deploying Machine Learning Pipelines
Discover everything you need to know about Kubeflow and explore how to build and deploy Machine Learning Pipelines
Moez Ali •
July 11, 2022
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 •
April 6, 2022
Lasso and Ridge Regression Tutorial
Learn about the lasso and ridge techniques of regression. Compare and analyse the methods in detail.DataCamp Team •
March 25, 2022
Gradient Descent Tutorial
Learn how gradient descent works and how to implement it.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 •
March 16, 2022
Machine Learning, Pipelines, Deployment and MLOps Tutorial
Learn basic MLOps and end-to-end development and deployment of ML pipelines.
Moez Ali •
March 11, 2022
Kaggle Competition Tutorial: Machine Learning from the Titanic
Prepare for your first Kaggle Competition with this step-by-step tutorial.
Çağlar Uslu •
March 8, 2022
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 •
February 23, 2022
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 •
June 8, 2020
Principal Component Analysis (PCA) in Python Tutorial
Learn about PCA and how it can be leveraged to extract information from the data without any supervision using two popular datasets: Breast Cancer and CIFAR-10.Aditya Sharma •
January 1, 2020
Support Vector Machines with Scikit-learn Tutorial
In this tutorial, you'll learn about Support Vector Machines, one of the most popular and widely used supervised machine learning algorithms.
Avinash Navlani •
December 27, 2019