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.
Time Series Analysis Tutorial with Python
Get Google Trends data of keywords such as 'diet' and 'gym' and see how they vary over time while learning about trends and seasonality in time series data.
January 17, 2018
Kaggle Tutorial: EDA & Machine Learning
In this Kaggle tutorial, you'll learn how to approach and build supervised learning models with the help of exploratory data analysis (EDA) on the Titanic data.
December 21, 2017
AWS EC2 Tutorial For Beginners
Discover why you should use Amazon Web Services Elastic Compute Cloud (EC2) and how you can set up a basic data science environment on a Windows instance.
December 6, 2017
Exploratory Data Analysis of Craft Beers: Data Profiling
In this tutorial, you'll learn about exploratory data analysis (EDA) in Python, and more specifically, data profiling with pandas.
April 13, 2017
Deep Learning with Jupyter Notebooks in the Cloud
This step-by-step tutorial will show you how to set up and use Jupyter Notebook on Amazon Web Services (AWS) EC2 GPU for deep learning.
March 23, 2017
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.
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.
February 8, 2017
Exploring H-1B Data with R: Part 3
Learn how to geocode locations and map them with R.
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
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
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.
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.
December 4, 2013