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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.
Python Exploratory Data Analysis Tutorial
Learn the basics of Exploratory Data Analysis (EDA) in Python with Pandas, Matplotlib and NumPy, such as sampling, feature engineering, correlation, etc.
Karlijn Willems
March 15, 2017
Scipy Tutorial: Vectors and Arrays (Linear Algebra)
A SciPy tutorial in which you'll learn the basics of linear algebra that you need for machine learning in Python, with a focus how to with NumPy.
Karlijn Willems
February 8, 2017
Exploring H-1B Data with R: Part 3
Learn how to geocode locations and map them with R.
Ted Kwartler
January 26, 2017
Exploring H-1B Data with R: Part 2
Learn even more about exploratory data analysis with R in the second part of the "Exploring H-1B Data" tutorial series
Ted Kwartler
January 19, 2017
Web Scraping and Parsing Data in R | Exploring H-1b Data Pt. 1
Learn how to scrape data from the web, preprocess it and perform a basic exploratory data analysis with R
Ted Kwartler
January 12, 2017
Text Mining in R: Are Pokémon GO Mentions Really Driving Up Stock Prices?
Recreate your own news trends feature in R, mining Pokémon GO data from Google News Trends and Yahoo Finance.
Ted Kwartler
September 2, 2016
Coursera Courses on R: Complete List Ranked by “Popularity”
A list of all Coursera courses on R. These courses use R as their first choice, or as one of the statistical software packages for homework.
Karlijn Willems
December 4, 2013