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 .

Top Probability Courses - Learn Probability Online

Explore the Probability Course Catalog

University of Colorado Boulder
Algorithms for Searching, Sorting, and Indexing
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Data Science, Analysis, Probability & Statistics
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
426 reviews
Intermediate · Course · 1 - 4 Weeks
DeepLearning.AI
AI for Medical Prognosis
Skills you'll gain: Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Forecasting, Data Manipulation, Statistical Modeling, Machine Learning, Statistical Analysis, Probability & Statistics, Data Analysis, Regression Analysis
4.7
Rating, 4.7 out of 5 stars
781 reviews
Intermediate · Course · 1 - 4 Weeks
University of California San Diego
Advanced Algorithms and Complexity
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Advanced Mathematics, Operations Research, Theoretical Computer Science, Network Analysis, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Computational Logic, Probability & Statistics
4.6
Rating, 4.6 out of 5 stars
693 reviews
Advanced · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Text Retrieval and Search Engines
Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Web Analytics and SEO, Machine Learning, Information Architecture, Statistical Methods, Probability & Statistics
4.5
Rating, 4.5 out of 5 stars
957 reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Sports Performance Analytics
Skills you'll gain: Forecasting, Statistical Methods, Regression Analysis, Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Predictive Modeling, Matplotlib, Applied Machine Learning, Data Visualization, Kinesiology, Injury Prevention, Data Analysis, Machine Learning Methods, Analytics, Advanced Analytics, Statistical Analysis
4.5
Rating, 4.5 out of 5 stars
254 reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Inferential Statistical Analysis with Python
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Bayesian Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Quantitative Research, Python Programming, Matplotlib, NumPy
4.6
Rating, 4.6 out of 5 stars
916 reviews
Intermediate · Course · 1 - 4 Weeks
Kennesaw State University
Six Sigma Black Belt
Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Six Sigma Methodology, Lean Methodologies, Process Improvement, Team Management, Process Capability, Lean Manufacturing, Data Collection, Knowledge Transfer, Team Building, Quality Improvement, Statistical Hypothesis Testing, Meeting Facilitation, Continuous Improvement Process, Performance Measurement, Conflict Management, Analytical Skills, Process Analysis, Sampling (Statistics)
4.6
Rating, 4.6 out of 5 stars
681 reviews
Intermediate · Specialization · 3 - 6 Months
Rice University
Principles of Computing (Part 1)
Skills you'll gain: Combinatorics, Probability, Programming Principles, Program Development, Computational Thinking, Probability & Statistics, Computer Programming, Object Oriented Programming (OOP), Development Testing, Engineering Software, Software Testing, Applied Mathematics, Debugging, Algorithms, Python Programming, Game Theory, Mathematical Theory & Analysis, Simulations
4.7
Rating, 4.7 out of 5 stars
582 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
University of Geneva
Simulation and modeling of natural processes
Skills you'll gain: Simulations, Python Programming, Statistical Methods, Numerical Analysis, Mathematical Modeling, Probability Distribution, Visualization (Computer Graphics), Mechanics, Artificial Intelligence
4.3
Rating, 4.3 out of 5 stars
394 reviews
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Operations Management: Organization and Analysis
Skills you'll gain: Operations Management, Organizational Strategy, Operational Analysis, Business Operations, Supply Chain, Inventory Management System, Process Analysis, Decision Making, Strategic Decision-Making, Business Strategy, Cost Benefit Analysis, Demand Planning, Capacity Management, Service Level, Probability & Statistics
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 4 Weeks
University of California, Davis
Research Proposal: Initiating Research
Skills you'll gain: Market Research, Proposal Writing, Research Methodologies, Market Analysis, Business Research, Data Collection, Quantitative Research, Business Writing, Sampling (Statistics), Survey Creation, Qualitative Research, Request for Proposal, Client Services, Professional Networking, Peer Review, Communication
4.6
Rating, 4.6 out of 5 stars
906 reviews
Intermediate · Course · 1 - 4 Weeks
MathWorks
Exploratory Data Analysis with MATLAB
Skills you'll gain: Interactive Data Visualization, Data Import/Export, Technical Communication, Data Analysis, Exploratory Data Analysis, Data Visualization Software, Data Cleansing, Data-Driven Decision-Making, Matlab, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Manipulation, Data Mapping, Scripting
4.8
Rating, 4.8 out of 5 stars
808 reviews
Beginner · Course · 1 - 3 Months