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Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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Python

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

December 9, 2019

Olivia Smith

December 6, 2019

Python

Exception & Error Handling in Python

Errors and exceptions can lead to program failure or unexpected behavior, and Python comes with a robust set of tools to improve the stability of the code.
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Abid Ali Awan

February 24, 2023

Python

Python For Finance Tutorial: Algorithmic Trading

This Python for Finance tutorial introduces you to algorithmic trading, and much more.
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Karlijn Willems

November 14, 2019

Python

Python Sets and Set Theory Tutorial

Learn about Python sets: what they are, how to create them, when to use them, built-in functions and their relationship to set theory operations.
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DataCamp Team

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Abid Ali Awan

December 13, 2022

Python

How to Use Jupyter Notebooks: The Ultimate Guide

This article covers what Notebooks are and why you should use them. We also delve into hosted notebooks, which facilitate sharing and collaboration. This article also covers tips, tricks, and keyboard shortcuts.
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Adam Shafi

March 10, 2023

R Programming

Regularization in R Tutorial: Ridge, Lasso and Elastic Net

In this tutorial, you will get acquainted with the bias-variance trade-off problem in linear regression and how it can be solved with regularization.

Michał Oleszak

November 12, 2019

Python

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.
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Bekhruz Tuychiev

February 22, 2023

Python

Generating WordClouds in Python Tutorial

Learn how to perform Exploratory Data Analysis for Natural Language Processing using WordCloud in Python.
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Duong Vu

February 23, 2023

Python

Pip Python Tutorial for Package Management

Learn about Pip, a powerful tool that helps you properly manage distribution packages in Python.
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Javier Canales Luna

February 16, 2023