# Data Science > > Probability and Statistics

##### Introduction to Probability and Data with R

This course introduces you to sampling and exploring data, as well as basic probability theory and B...

University/Institute: Duke University

##### Introduction to Predictive Modeling

Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s An...

University/Institute: University of Minnesota

##### Information Theory

The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook ent...

University/Institute: The Chinese University of Hong Kong

##### Inferential Statistics

Inferential statistics are concerned with making inferences based on relations found in the sample,...

University/Institute: University of Amsterdam

##### Inferential Statistics

This course covers commonly used statistical inference methods for numerical and categorical data. Y...

University/Institute: Duke University

University/Institute: Eindhoven University of Technology

##### Getting and Cleaning Data

Before you can work with data you have to get some. This course will cover the basic ways that data...

University/Institute: Johns Hopkins University

##### Generalized Linear Models and Nonparametric Regression

In the final course of the statistical modeling for data science program, learners will study a broa...

##### Fundamentos de probabilidad y aplicaciones

Actualmente la probabilidad se ha convertido en una disciplina fundamental para científicos, ingenie...

##### Fitting Statistical Models to Data with Python

In this course, we will expand our exploration of statistical inference techniques by focusing on th...

University/Institute: University of Michigan

##### Factorial and Fractional Factorial Designs

Many experiments in engineering, science and business involve several factors. This course is an int...

University/Institute: Arizona State University

##### Exploring and Producing Data for Business Decision Making

This course provides an analytical framework to help you evaluate key problems in a structured fashi...

University/Institute: University of Illinois at Urbana-Champaign

##### Exploratory Data Analysis

This course covers the essential exploratory techniques for summarizing data. These techniques are t...

University/Institute: Johns Hopkins University

##### Experimental Design Basics

This is a basic course in designing experiments and analyzing the resulting data. The course objecti...

University/Institute: Arizona State University

##### Estatística não-paramétrica para a tomada de decisão

Os testes estatísticos não-paramétricos são métodos que têm maior relevância nas ciências sociais ap...

En este curso podrás apoyar tu formación en temas de estadística y probabilidad Más allá de que encu...

University/Institute: Universidad Nacional Autónoma de México

La toma de decisiones está en la esencia de los negocios. Gerenciar es tomar decisiones, muchas vece...