Data Science Tutorials
Learn data science and AI with step-by-step tutorials on the DataCamp blog. Master Python, SQL, machine learning, and build your own AI agents.
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Google Colab Tutorial for Data Scientists
A brief guide for navigating Google Colab to carry out data science coding and collaborating with other data scientists.
Bala Priya C
4 Februari 2022
SQL Commands for Data Scientists
Learn the basic and essential commands for SQL with examples and a workspace notebook to refer to.
Emiko Sano
25 Januari 2022
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
31 Maret 2026
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
18 November 2021
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!
DataCamp Team
6 Oktober 2025
The data.table R Package Cheat Sheet
The data.table cheat sheet helps you master the syntax of this R package, and helps you to do data manipulations.
Karlijn Willems
14 Juli 2021
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.
DataCamp Team
21 Mei 2021
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!
Sejal Jaiswal
16 Februari 2025
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
Karlijn Willems
17 Mei 2021
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).
Sayak Paul
17 Mei 2021
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
Karlijn Willems
11 Mei 2021
Python Tutorial for Beginners
Get a step-by-step guide on how to install Python and use it for basic data science functions.
Matthew Przybyla
9 April 2021