Fundamentals of Quantitative Text Analysis
Learn how to analyze large amounts of textual data, at scale, using the R programming language.
10 hrs to learn
Interactive Visualization with R
Learn the techniques and tools for presenting data in visually attractive and interactive ways using the R programming language.
6 hrs to learn
Introduction to R
Gain the knowledge and skills you need to use R for social science research.
Introduction to Text Mining
Learn how to study social interactions in digital environments by building and analyzing textual data sets from a variety of digital sources
6-8 hrs to learn
Introduction to Python
Perfect for beginners, this course will teach you the fundamentals of Python programming through taught materials and practical examples.
12 hrs to learn
Intermediate Python Skills
Gain the skills you need to manipulate and visualize a variety of data types using Python
Introduction to Data Visualisation
Learn from Andy Kirk, data visualisation guru, how to transform your data into powerful visualisations and infographics.
Learn the steps of computational text analysis including preprocessing, the bag of words model, and classification
5 hrs to learn
Learn popular visualization theory and explore how to use visualizations for exploratory data analysis
4 hrs to learn
Develop your understanding of the principles of machine learning and algorithm construction
Understand what constitutes a social network, and learn how to model and examine relationships
Learn the difference between the many data formats used today, and how to write these formats with Python and R
3.5 hrs to learn
Collecting Data from the Web
Learn how to extract data from web resources by scraping or accessing data using an API
Cleaning Data and Preprocessing
Learn how to format and prepare your data for analysis in R or Python
Practical Data Management with R
Learn how to use R to manage data in a wide variety of formats, in a reproducible manner, at scale.
12-20 hrs to learn
Introduction to Data Science with Python
Gain a foundation in data science methods, ethics and tools before moving on to learning how to code in Python.
25 hrs to learn
Introduction to Data Science with R
A one-stop-shop for everything you need to know about computational social science methods and using R.
Introduction to Data Science
Gain an understanding of data science methods and tools, all from a social science perspective.