Why is it important to learn about probability?

It's important to learn about probability if you are interested in gambling, statistics, advanced mathematics, or data science. Probability is the understanding of the likelihood of something happening, so it is part of many careers that use data analysis or planning. It is a key part of financial analysis, statistical analysis, social sciences, and medical research. Many topics that cover probability are in computer science, but not all are. Understanding probability can help you solve the data problems faced in your organization. It can also help you understand why things happen in the world.

What are typical careers that use probability?

Typical careers that use probability are those that involve numbers. Probability can help a manager build a strategic plan, a scientist understand research findings, or a politician understand polling data. Some aspects of the study of probability are of use to almost anyone who has a basic understanding of math, while others are deeply theoretical. Those working in machine learning, data science, or statistical analysis will need a deep understanding of probability. When you learn probability, you will be able to understand what sets of numbers show. This is useful in analysis, exploratory data analysis, or for building probabilistic models. It is also a part of many games, so it can be useful outside of your career.

How can online courses on Coursera help me learn probability?

Online courses on Coursera can help you learn probability no matter your current level of math skills. Some cover an intuitive approach for beginners, while others look at statistical theories. There are classes that use specific computer languages or that apply to specific industries. For example, someone working in the social sciences may want to take different courses than someone working in machine learning. Courses include lectures, readings, and projects so that you can apply what you learn. You will have the opportunity to use data sets and to apply your learning to what you see at work or at school. Some courses stand alone, and others are part of Specializations and Professional Certificates.

What are the benefits of taking an online Probability course?

Online Probability courses offer a convenient and flexible way to enhance your knowledge or learn new Probability skills. Choose from a wide range of Probability courses offered by top universities and industry leaders tailored to various skill levels.

What Probability courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Probability, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Best Probability Courses Online with Certificates [2024]

Filter by

Subject

Required

Data Science(236)

Business(134)

Computer Science(34)

Health(24)

Language

Required

The language used throughout the course, in both instruction and assessments.

English(416)

Spanish(353)

Arabic(320)

French(320)

Learning Product

Required

Guided Projects(5)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(330)

Learn from top instructors with graded assignments, videos, and discussion forums.

Specializations(105)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(16)

Earn career credentials from industry leaders that demonstrate your expertise.

Degrees(8)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Graduate Certificates(14)

Earn a university-issued career credential in a flexible, interactive format.

Level

Required

Beginner(176)

Intermediate(183)

Advanced(32)

Mixed(65)

Duration

Required

Less Than 2 Hours(5)

1-4 Weeks(151)

1-3 Months(190)

3-6 Months(110)

6-12 Months(14)

1-4 Years(8)

Skills

Required

Probability & Statistics(351)

General Statistics(249)

Data Analysis(238)

Statistical Analysis(186)

Subtitles

Required

English(409)

Spanish(377)

French(346)

Arabic(344)

Educator

Required

Johns Hopkins University(45)

University of Colorado Boulder(36)

IBM(24)

University of Michigan(20)

Explore the Probability Course Catalog

Status: Free
University of Zurich
An Intuitive Introduction to Probability
Skills you'll gain: Probability & Statistics, Probability Distribution, General Statistics
4.8
Rating, 4.8 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 3 Months
Status: Free
Stanford University
Introduction to Statistics
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Critical Thinking, Basic Descriptive Statistics, Data Analysis, Statistical Tests, Mathematics, Problem Solving, Statistical Visualization
4.6
Rating, 4.6 out of 5 stars
3.6K reviews
Beginner · Course · 1 - 3 Months
University of California, Santa Cruz
Bayesian Statistics
Skills you'll gain: Probability & Statistics, Bayesian Statistics, Probability Distribution, General Statistics, Statistical Analysis, R Programming, Statistical Programming, Mathematics, Regression, Data Analysis, Estimation, Statistical Tests, Machine Learning, Markov Model, Forecasting
4.6
Rating, 4.6 out of 5 stars
3.4K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
University of London
Probability and Statistics: To p or not to p?
Skills you'll gain: General Statistics, Probability & Statistics, Probability Distribution, Basic Descriptive Statistics, Statistical Analysis, Statistical Tests, Decision Making, Estimation, Data Analysis
4.6
Rating, 4.6 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 3 Months
DeepLearning.AI
Probability & Statistics for Machine Learning & Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis
4.6
Rating, 4.6 out of 5 stars
463 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Probability Theory: Foundation for Data Science
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Correlation And Dependence, Mathematics
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
233 reviews
Intermediate · Course · 1 - 3 Months
Duke University
Introduction to Probability and Data with R
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, R Programming, Exploratory Data Analysis, Statistical Programming, Statistical Tests, Computer Programming
4.7
Rating, 4.7 out of 5 stars
5.7K reviews
Beginner · Course · 1 - 3 Months
Stanford University
Probabilistic Graphical Models
Skills you'll gain: Bayesian Network, Probability & Statistics, General Statistics, Graph Theory, Probability Distribution, Bayesian Statistics, Markov Model, Correlation And Dependence, Machine Learning, Network Model, Decision Making, Human Learning, Algorithms
4.6
Rating, 4.6 out of 5 stars
1.5K reviews
Advanced · Specialization · 3 - 6 Months
University of Michigan
Statistics with Python
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Statistical Tests, Basic Descriptive Statistics, Probability Distribution, Python Programming, Statistical Visualization, Statistical Programming, Mathematics, Plot (Graphics), Regression, Estimation, Correlation And Dependence, Critical Thinking, Data Visualization, Interactive Data Visualization, Computer Programming, Bayesian Statistics
4.6
Rating, 4.6 out of 5 stars
3.2K reviews
Beginner · Specialization · 1 - 3 Months
University of Colorado Boulder
Data Science Foundations: Statistical Inference
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Estimation, Statistical Tests, Mathematics, Correlation And Dependence, Calculus
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
298 reviews
Intermediate · Specialization · 3 - 6 Months
Google
The Power of Statistics
Skills you'll gain: General Statistics, Probability Distribution, Python Programming, Statistical Analysis
4.8
Rating, 4.8 out of 5 stars
657 reviews
Advanced · Course · 1 - 3 Months
Johns Hopkins University
Advanced Statistics for Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Mathematics, Statistical Tests, Linear Algebra, Algebra, Regression, Statistical Analysis, Biostatistics, Probability Distribution, Bayesian Statistics, Correlation And Dependence, Estimation, Basic Descriptive Statistics, Mathematical Theory & Analysis
4.4
Rating, 4.4 out of 5 stars
741 reviews
Advanced · Specialization · 3 - 6 Months