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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.

Kaggle Competition Tutorial: Machine Learning from the Titanic

Prepare for your first Kaggle Competition with this step-by-step tutorial.

Çağlar Uslu

2022年3月8日

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

2022年2月23日

PyCaret Tutorial: A beginner's guide for automating ML workflows using PyCaret

PyCaret is an end-to-end machine learning and model management tool that exponentially speeds up the experiment cycle and makes you more productive.

Moez Ali

2021年11月18日

Convolutional Neural Networks (CNN) with TensorFlow Tutorial

Learn how to construct and implement Convolutional Neural Networks (CNNs) in Python with Tensorflow Framework 2

Zoumana Keita

2023年4月14日

Handling Machine Learning Categorical Data with Python Tutorial

Learn the common tricks to handle categorical data and preprocess it to build machine learning models!

Moez Ali

2023年2月23日

How to Do Principal Component Analysis (PCA) in Python

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

2024年10月1日

Probability Distributions in Python Tutorial

In this tutorial, you'll learn about and how to code in Python the probability distributions commonly referenced in machine learning literature.

DataCamp Team

2019年12月30日

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

2019年12月27日

Understanding Logistic Regression in Python

Learn about logistic regression, its basic properties, and build a machine learning model on a real-world application in Python using scikit-learn.

Avinash Navlani

2024年8月11日

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

2019年12月10日

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

2019年12月9日

Using XGBoost in Python Tutorial

Discover the power of XGBoost, one of the most popular machine learning frameworks among data scientists, with this step-by-step tutorial in Python.

Bekhruz Tuychiev

2023年2月22日