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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

Streamlit Python: Tutorial

This Python Streamlit tutorial is designed for data scientists and machine learning engineers who want to quickly build web apps without extensive web development knowledge.

Nadia mhadhbi

29 september 2024

Python

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.
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Moez Ali

18 november 2021

Python

Pandas .apply(): What It Does, When It Helps, and Faster Alternatives

Learn what Python pandas .apply is and how to use it for DataFrames. Learn how to iterate over DataFrames using the .apply() function today!
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DataCamp Team

6 oktober 2025

Python

Generating Realistic Random Datasets with Trumania

Discover Python Trumania, a scenario-based random dataset generator library. Learn how to generate a synthetic and random dataset in this step-by-step tutorial.
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DataCamp Team

21 mei 2021

Python

40+ Python Statistics for Data Science Resources

A list of Python resources for the eight statistics topics that you need to know to excel in data science
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Karlijn Willems

17 mei 2021

Python

Python Data Type Conversion: A Guide With Examples

In this Python tutorial, you'll tackle implicit and explicit data type conversion of primitive and non-primitive data structures with the help of code examples!
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Sejal Jaiswal

16 februari 2025

Python

Python Sentiment Analysis Tutorial

We help simplify sentiment analysis using Python in this tutorial. You will learn how to build your own sentiment analysis classifier using Python and understand the basics of NLP (natural language processing).
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Sayak Paul

17 mei 2021

Python

Python For Data Science - A Cheat Sheet For Beginners

This handy one-page reference presents the Python basics that you need to do data science
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Karlijn Willems

11 mei 2021

Python

Python Tutorial for Beginners

Get a step-by-step guide on how to install Python and use it for basic data science functions.
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Matthew Przybyla

9 april 2021

Python

Python pandas Tutorial: The Ultimate Guide for Beginners

Are you ready to begin your pandas journey? Here’s a step-by-step guide on how to get started.
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Vidhi Chugh

3 maart 2026

SQL

SQL Database Overview Tutorial

In this tutorial, you'll learn about databases in SQL.
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DataCamp Team

23 oktober 2020