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.
探索类别
培训2人或以上?试试DataCamp for Business
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
2021年11月18日
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
2025年10月6日
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
2021年7月14日
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
2021年5月21日
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
2021年5月17日
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
2025年2月16日
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
2021年5月17日
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
2021年5月11日
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
2021年4月9日
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.
Vidhi Chugh
2026年3月3日
Joins in SQL Tutorial
This tutorial will explain how to join tables together using primary and foreign keys in an SQL Server.
DataCamp Team
2020年10月23日
Insert Into SQL Tutorial
SQL's "INSERT INTO" statement can be used to add rows of data to a table in the database.
DataCamp Team
2020年10月23日