Introduction to Data Learn the language of data, study types, sampling strategies, and experimental design. 4 hours Play preview

Network Analysis in Python (Part 1) This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library. 4 hours Play preview

Statistical Thinking in Python (Part 1) Build the foundation you need to think statistically and to speak the language of your data. 3 hours Play preview

Correlation and Regression Learn how to describe relationships between two numerical quantities and characterize these relationships graphically. 4 hours Play preview

Exploratory Data Analysis Learn how to use graphical and numerical techniques to begin uncovering the structure of your data. 4 hours Play preview

Statistical Thinking in Python (Part 2) Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing. 4 hours Play preview

Introduction to Time Series Analysis Learn the core techniques necessary to extract meaningful insights from time series data. 4 hours Play preview

Forecasting Using R Learn how to make predictions about the future using time series forecasting in R. 5 hours Play preview

Foundations of Inference Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference. 4 hours Play preview

Multiple and Logistic Regression In this course you'll lear to add multiple variables to linear models and to use logistic regression for classification. 4 hours Play preview

ARIMA Modeling with R Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R. 4 hours Play preview

Statistical Modeling in R (Part 1) This course was designed to get you up to speed with the most important and powerful methodologies in statistics. 4 hours

Foundations of Probability in R In this course, you'll learn about the concepts of random variables, distributions, and conditioning. 4 hours Play preview

Case Studies in Statistical Thinking Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract ac... 4 hours Play preview

Network Analysis in R In this course you'll learn to analyze and visualize network data with the igraph package. 4 hours Play preview

Sentiment Analysis in R: The Tidy Way In this course, you will the learn principles of sentiment analysis from a tidy data perspective. 4 hours Play preview

Network Analysis in Python (Part 2) Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics. 4 hours Play preview

Spatial Analysis in R with sf and raster Analyze spatial data using the sf and raster packages. 4 hours Play preview

Introduction to Time Series Analysis in Python In this course you'll learn the basics of analyzing time series data. 4 hours Play preview

Inference for Linear Regression In this course you'll learn how to perform inference using linear models. 4 hours

Sentiment Analysis in R Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelli... 4 hours

Statistical Modeling in R (Part 2) In this follow-up course, you will expand your stat modeling skills from part 1 and dive into more advanced concepts. 4 hours

Spatial Statistics in R Learn how to make sense of spatial data and deal with various classes of statistical problems associated with it. 4 hours Play preview

Inference for Numerical Data In this course you'll learn techniques for performing statistical inference on numerical data. 4 hours