Data Science > > Probability and Statistics

Understanding and Visualizing Data with Python

In this course, learners will be introduced to the field of statistics, including where data come fr...

Survival Analysis in R for Public Health

Welcome to Survival Analysis in R for Public Health! The three earlier courses in this series covere...

Summary Statistics in Public Health

Biostatistics is the application of statistical reasoning to the life sciences, and it is the key to...

Statistics for Data Science with Python

This Statistics for Data Science course is designed to introduce you to the basic principles of stat...

Statistical Thinking for Industrial Problem Solving, presented by JMP

Statistical Thinking for Industrial Problem Solving is an applied statistics course for scientists a...

Statistical Inference for Estimation in Data Science

This course introduces statistical inference, sampling distributions, and confidence intervals. Stud...

Statistical Inference and Hypothesis Testing in Data Science Applications

This course will focus on theory and implementation of hypothesis testing, especially as it relates...

Statistical Inference

Statistical inference is the process of drawing conclusions about populations or scientific truths f...

Simple Regression Analysis in Public Health

Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to...

Reproducible Research

This course focuses on the concepts and tools behind reporting modern data analyses in a reproducibl...

Regression Models

Linear models, as their name implies, relates an outcome to a set of predictors of interest using li...

R Programming

In this course you will learn how to program in R and how to use R for effective data analysis. You...

Probability and Statistics: To p or not to p?

We live in an uncertain and complex world, yet we continually have to make decisions in the present...

Probability Theory: Foundation for Data Science

Understand the foundations of probability and its relationship to statistics and data science. We’ll...

Probabilistic Deep Learning with TensorFlow 2

Welcome to this course on Probabilistic Deep Learning with TensorFlow! This course builds on the fou...

Practical Time Series Analysis

Welcome to Practical Time Series Analysis! Many of us are "accidental" data analysts. We trained in...

Modern Regression Analysis in R

This course will provide a set of foundational statistical modeling tools for data science. In parti...

Measurement Systems Analysis

In this course, you will learn to analyze measurement systems for process stability and capability a...

Mathematical Biostatistics Boot Camp 2

Learn fundamental concepts in data analysis and statistical inference, focusing on one and two indep...

Machine Learning: Regression

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will cr...