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Data Analysis Tutorials
Get insights on the latest tools & methods that you can use to analyze your data more effectively. Our data analysis tutorials will help you develop your skills.
Choosing Python or R for Data Analysis? An Infographic
Wondering whether you should use Python or R for data analysis? You’ve come to the right place.
DataCamp Team
January 9, 2020
Python Functions Tutorial
A tutorial on functions in Python that covers how to write functions, how to call them, and more!
Karlijn Willems
January 2, 2020
Probability Distributions in Python Tutorial
In this tutorial, you'll learn about and how to code in Python the probability distributions commonly referenced in machine learning literature.
DataCamp Team
December 30, 2019
Understanding Logistic Regression in Python Tutorial
Learn about Logistic Regression, its basic properties, and build a machine learning model on a real-world application in Python.
Avinash Navlani
December 16, 2019
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
How to Use Jupyter Notebooks: The Ultimate Guide
This article covers what Notebooks are and why you should use them. We also delve into hosted notebooks, which facilitate sharing and collaboration. This article also covers tips, tricks, and keyboard shortcuts.
Adam Shafi
March 10, 2023
Generating WordClouds in Python Tutorial
Learn how to perform Exploratory Data Analysis for Natural Language Processing using WordCloud in Python.
Duong Vu
February 23, 2023
For Loops in Python Tutorial
Learn how to implement For Loops in Python for iterating a sequence, or the rows and columns of a pandas dataframe.
Aditya Sharma
July 19, 2019
Quadrant Analysis in Tableau
Learn how to analyze data in the form of a dynamic quadrant chart in Tableau.
Parul Pandey
June 24, 2019
Moving Averages in pandas
Learn how you can capture trends and make sense out of time series data with the help of a moving or rolling average.
Aditya Sharma
June 24, 2019
Data Wrangling with INDEX-MATCH in Spreadsheets
In this tutorial, you will get an overview of how to use the INDEX-MATCH function in spreadsheets.
Francisco Javier Carrera Arias
June 10, 2019
Leveraging the Best of both Python and R
Learn how to use Python and R in conjunction with each other to utilize the best of both in a single data science project.
Parul Pandey
May 1, 2019