135 Online Short courses in Statistics

EdX is an online learning platform trusted by over 12 million users offering the Data Science - Visualization Certificate in collaboration with Harvard University - HarvardX. Learn basic data visualization principles and how to apply them using ggplot2.

EdX is an online learning platform trusted by over 12 million users offering the Data Science - Probability Certificate in collaboration with Harvard University - HarvardX. Learn probability theory — essential for a data scientist — using a case study on the financial crisis of 2007–2008.

EdX is an online learning platform trusted by over 12 million users offering the Fundamentals of Statistics course in collaboration with Massachusetts Institute of Technology - MITx. 

EdX is an online learning platform trusted by over 12 million users offering the Data Science - Linear Regression Certificate in collaboration with Harvard University - HarvardX. Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

In this Probability Puzzles in R course offered by Data Camp you will learn strategies for answering probability questions in R by solving a variety of probability puzzles.

In this Statistical Inference in R course offered by Data Camp you will learn a core set of skills in statistical inference necessary to understand, interpret, and tune your statistical & machine learning models.

In this Introduction to Bioconductor in R course offered by Data Camp you will learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

In this Network Analysis in R course offered by Data Camp you will learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

In this Foundations of Probability in Python course offered by Data Camp you will learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

In this Inference for Linear Regression in R course offered by Data Camp you will learn how to perform inference using linear models.

In this ChIP-seq with Bioconductor in R course offered by Data Camp you will learn how to analyse and interpret ChIP-seq data with the help of Bioconductor using a human cancer dataset.

In this Survival Analysis in R course offered by Data Camp you will learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models

In this Practicing Statistics Interview Questions in R course offered by Data Camp you will prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

Through computer practicals using Stata, participants of the Statistical analysis with missing data course offered by London School of Hygiene and Tropical Medicine will learn how to apply the statistical methods introduced in the course  to realistic datasets.

Hospital Episode Statistics (HES) is the national hospital admission database for England, which is increasingly being used for research, clinical outcomes monitoring, and public health and service planning. UCL offers the Introduction to Hospital Episode Statistics programme.

The Statistical Methods for Risk Prediction and Prognostic Models (Online) course from the University of Birmingham provides a thorough foundation of statistical methods for developing and validating risk prediction and prognostic models in healthcare research.

The Time Series Forecasting course from Udacity is based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.

This Statistics As a Managerial Tool course offered by Red River College Polytechnic looks at common graphical representations of data and how these can be effective tools to explain situations and support persuasive arguments for a course of action.

This Intro to Inferential Statistics course from Udacity will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data

In this Modeling with Data in the Tidyverse course offered by Data Camp you will learn discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.