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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

Python Numpy Array Tutorial

A NumPy tutorial for beginners in which you'll learn how to create a NumPy array, use broadcasting, access values, manipulate arrays, and much more.

Karlijn Willems

February 28, 2023

Python

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.
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Karlijn Willems

December 10, 2019

Python

Introduction to GUI With Tkinter in Python

In this tutorial, you are going to learn how to create GUI apps in Python. You'll also learn about all the elements needed to develop GUI apps in Python.
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Aditya Sharma

December 10, 2019

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.
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Isaiah Hull

December 9, 2019

SQL

MySQL in Python Tutorial: Getting Started

In this tutorial, you'll learn how to install MySQL, create databases, and create tables, along with much more.
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Kurtis Pykes

April 14, 2023

Spreadsheets

Markov Analysis in Spreadsheets Tutorial

Learn Markov Analysis, their terminologies, examples, and perform it in Spreadsheets!
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Avinash Navlani

December 6, 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

December 12, 2024

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

Abid Ali Awan's photo

Abid Ali Awan

December 13, 2022

R

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