#
Best of Coursera

Top **Probability And Statistics** Courses

in
Data Science

These are the **top 24 Probability And Statistics**
courses and offerings found from analyzing all discussions on
Reddit that mention any
Coursera course.

#1

Statistics with R
Specialization

In this Specialization, you will learn to analyze and visualize data in R and create reproducible data analysis reports, demonstrate a conceptual understanding of the unified nature of statistical inference, perform frequentist and Bayesian statistical inference and modeling to understand natural ph...

In this Specialization, you will learn to analyze and visualize data in R and create reproducible data analysis reports, demonstrate a conceptual understanding of the unified nature of statistical inference, perform frequentist and Bayesian statistical inference and modeling to understand natural ph...

Duke University

Mine Çetinkaya-Rundel

Mine Çetinkaya-Rundel

4 reddit posts

107 mentions

107 mentions

#2

Improving your statistical inferences

This course aims to help you to draw better statistical inferences from empirical research.

This course aims to help you to draw better statistical inferences from empirical research.

Eindhoven University of Technology

Daniel Lakens

Daniel Lakens

2 reddit posts

34 mentions

34 mentions

#3

Basic Statistics

Understanding statistics is essential to understand research in the social and behavioral sciences.

Understanding statistics is essential to understand research in the social and behavioral sciences.

University of Amsterdam

Matthijs Rooduijn

Matthijs Rooduijn

1 reddit posts

20 mentions

20 mentions

#4

Statistical Inference

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

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

Johns Hopkins University

Brian Caffo, PhD

Brian Caffo, PhD

0 reddit posts

18 mentions

18 mentions

#5

Statistics with Python
Specialization

This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language.

This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language.

University of Michigan

Brenda Gunderson

Brenda Gunderson

2 reddit posts

10 mentions

10 mentions

#6

Bayesian Statistics

From Concept to Data Analysis

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.

From Concept to Data Analysis

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.

University of California, Santa Cruz

Herbert Lee

Herbert Lee

0 reddit posts

9 mentions

9 mentions

#7

Business Statistics and Analysis
Specialization

The Business Statistics and Analysis Specialization is designed to equip you with a basic understanding of business data analysis tools and techniques.

The Business Statistics and Analysis Specialization is designed to equip you with a basic understanding of business data analysis tools and techniques.

Rice University

Sharad Borle

Sharad Borle

1 reddit posts

7 mentions

7 mentions

#8

Regression Models

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

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

Johns Hopkins University

Brian Caffo, PhD

Brian Caffo, PhD

0 reddit posts

10 mentions

10 mentions

#9

Practical Time Series Analysis

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

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

The State University of New York

Tural Sadigov

Tural Sadigov

0 reddit posts

8 mentions

8 mentions

#10

Econometrics

Methods and Applications

Welcome! Do you wish to know how to analyze and solve business and economic questions with data analysis tools? Then Econometrics by Erasmus University Rotterdam is the right course for you, as you learn how to translate data into models to make forecasts and to support decision making.

Methods and Applications

Welcome! Do you wish to know how to analyze and solve business and economic questions with data analysis tools? Then Econometrics by Erasmus University Rotterdam is the right course for you, as you learn how to translate data into models to make forecasts and to support decision making.

Erasmus University Rotterdam

Philip Hans Franses

Philip Hans Franses

0 reddit posts

5 mentions

5 mentions

#11

Inferential Statistics

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

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

Duke University

Mine Çetinkaya-Rundel

Mine Çetinkaya-Rundel

0 reddit posts

5 mentions

5 mentions

#12

Regression Modeling in Practice

This course focuses on one of the most important tools in your data analysis arsenal: regression analysis.

This course focuses on one of the most important tools in your data analysis arsenal: regression analysis.

Wesleyan University

Jen Rose

Jen Rose

0 reddit posts

10 mentions

10 mentions

#13

Statistics for Genomic Data Science

An introduction to the statistics behind the most popular genomic data science projects.

An introduction to the statistics behind the most popular genomic data science projects.

Johns Hopkins University

Jeff Leek, PhD

Jeff Leek, PhD

0 reddit posts

6 mentions

6 mentions

#14

Bayesian Statistics

Techniques and Models

This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics.

Techniques and Models

This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics.

University of California, Santa Cruz

Matthew Heiner

Matthew Heiner

0 reddit posts

6 mentions

6 mentions

#15

A Crash Course in Causality

Inferring Causal Effects from Observational Data

We have all heard the phrase “correlation does not equal causation.

Inferring Causal Effects from Observational Data

We have all heard the phrase “correlation does not equal causation.

University of Pennsylvania

Jason A. Roy, Ph.D.

Jason A. Roy, Ph.D.

0 reddit posts

6 mentions

6 mentions

#16

Advanced Linear Models for Data Science 1

Least Squares

Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares.

Least Squares

Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares.

Johns Hopkins University

Brian Caffo, PhD

Brian Caffo, PhD

0 reddit posts

2 mentions

2 mentions

#17

Advanced Linear Models for Data Science 2

Statistical Linear Models

Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models.

Statistical Linear Models

Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models.

Johns Hopkins University

Brian Caffo, PhD

Brian Caffo, PhD

0 reddit posts

1 mentions

1 mentions

#18

An Intuitive Introduction to Probability

This course will provide you with a basic, intuitive and practical introduction into Probability Theory.

This course will provide you with a basic, intuitive and practical introduction into Probability Theory.

University of Zurich

Karl Schmedders

Karl Schmedders

0 reddit posts

2 mentions

2 mentions

#19

Experimentation for Improvement

We are always using experiments to improve our lives, our community, and our work.

We are always using experiments to improve our lives, our community, and our work.

McMaster University

Kevin Dunn

Kevin Dunn

0 reddit posts

1 mentions

1 mentions

#20

Mathematical Biostatistics Boot Camp 2

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

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

Johns Hopkins University

Brian Caffo, PhD

Brian Caffo, PhD

0 reddit posts

2 mentions

2 mentions

#21

Inferential Statistics

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

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

University of Amsterdam

Annemarie Zand Scholten

Annemarie Zand Scholten

0 reddit posts

7 mentions

7 mentions

#22

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 with uncertain future outcomes.

To p or not to p?

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

University of London

Dr James Abdey

Dr James Abdey

0 reddit posts

4 mentions

4 mentions

#23

Fitting Statistical Models to Data with Python

In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data.

In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data.

University of Michigan

Brenda Gunderson

Brenda Gunderson

0 reddit posts

1 mentions

1 mentions

#24

Improving Your Statistical Questions

This course aims to help you to ask better statistical questions when performing empirical research.

This course aims to help you to ask better statistical questions when performing empirical research.

Eindhoven University of Technology

Daniel Lakens

Daniel Lakens

0 reddit posts

5 mentions

5 mentions