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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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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 ноября 2021 г.

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 октября 2025 г.

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 мая 2021 г.

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 мая 2021 г.

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 февраля 2025 г.

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 мая 2021 г.

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 мая 2021 г.

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 апреля 2021 г.

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 марта 2026 г.

Insert Into SQL Tutorial

SQL's "INSERT INTO" statement can be used to add rows of data to a table in the database.
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DataCamp Team

23 октября 2020 г.