## 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...

### 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...

### 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...

### Pre-MBA Statistics

Welcome to the Pre-MBA Statistics course! By the end of this course, you will be able to describe ho...

### 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...

### Managing, Describing, and Analyzing Data

In this course, you will learn the basics of understanding the data you have and why correctly class...

### Machine Learning: Regression

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

### Linear Regression and Modeling

This course introduces simple and multiple linear regression models. These models allow you to asses...

### Introduction to the Tidyverse

This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse ha...