What is probability theory?

Probability theory is a division of the mathematics field that's focused on analyzing random or uncertain distributions and phenomena. It doesn't predict a specific outcome from the data that's offered, but it tells analysts several different potential outcomes. It does this by applying mathematical equations to predict the things that may happen as a result of the information. Probability theory offers a scientific process that can be used to make an educated guess as to the most likely outcome, or event.

Why is it important to learn about probability theory?

It's important to learn about probability theory because it can help improve your critical thinking skills. It can also help you make better decisions and help you with taking control of potential outcomes and risks. This can be beneficial in both your professional career and in your everyday life. If you're interested in a career in science, probability theory is a vital part of scientific reasoning that you'll use frequently in your career. It's also an interesting topic to learn about and to discuss with peers.

How can taking online courses on Coursera help me learn probability theory?

Taking online courses on Coursera can help you learn probability theory by presenting each step of the learning process in a logical order that you can pass through from beginner-level courses through intermediate and advanced courses. If you already have an understanding of data science and advanced math skills, you move right to the courses you need to upgrade or refresh your skills. You also can take the courses at your own pace, so you're never rushed, and you can make sure you have a solid understanding of each concept before progressing to the next.

How do I know if learning probability theory is right for me?

If you're a highly analytical person who enjoys mathematics, probability theory may be right for you. It's also right for you if your goal is to work in the field of data science, statistical analysis, or data manipulation. Additionally, it's a useful study area if you want to work in finance or at a high-level accounting job.

What are the benefits of taking an online Probability Theory course?

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

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

When looking to enhance your workforce's skills in Probability Theory, 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 Theory Courses - Learn Probability Theory Online

Explore the Probability Theory Course Catalog

Status: Free
University of Cape Town
Understanding Clinical Research: Behind the Statistics
Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Clinical Research, Medical Science and Research, Quantitative Research, Statistics, Descriptive Statistics, Statistical Inference, Probability
4.8
Rating, 4.8 out of 5 stars
3.5K reviews
Beginner · Course · 1 - 3 Months
University of Pennsylvania
Statistics for Data Science Essentials
Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
4.7
Rating, 4.7 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
University of Amsterdam
Logic for Economists
Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, General Mathematics
4.4
Rating, 4.4 out of 5 stars
284 reviews
Advanced · Course · 1 - 3 Months
Google Cloud
Machine Learning on Google Cloud
Skills you'll gain: Feature Engineering, Google Cloud Platform, Generative AI, Tensorflow, Keras (Neural Network Library), MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Data Management, Data Governance, Workflow Management, Artificial Intelligence, Application Deployment, Deep Learning, Cloud Solutions, Cloud Development, Applied Machine Learning, Machine Learning, Predictive Modeling
4.4
Rating, 4.4 out of 5 stars
3.6K reviews
Intermediate · Specialization · 3 - 6 Months
University of Geneva
Portfolio and Risk Management
Skills you'll gain: Portfolio Management, Risk Management, Business Risk Management, Investments, Asset Management, Wealth Management, Financial Market, Financial Management, Probability Distribution, Correlation Analysis, Variance Analysis
4.7
Rating, 4.7 out of 5 stars
2.4K reviews
Mixed · Course · 1 - 4 Weeks
Status: [object Object]
Adobe
Adobe Graphic Designer
Skills you'll gain: Adobe Illustrator, Color Theory, Adobe Photoshop, Adobe Acrobat, Typography, Generative AI, Document Management, Design, Design Elements And Principles, Graphic and Visual Design, Graphic Design, Web Content Accessibility Guidelines, Innovation, Graphic and Visual Design Software, Workflow Management, Packaging and Labeling, File Management, Adobe Creative Cloud, Data Integrity, Creativity
4.6
Rating, 4.6 out of 5 stars
386 reviews
Beginner · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Algebra: Elementary to Advanced - Equations & Inequalities
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Graphing, Probability & Statistics, Calculus
4.8
Rating, 4.8 out of 5 stars
567 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Biostatistics in Public Health
Skills you'll gain: Biostatistics, Regression Analysis, Sampling (Statistics), Statistical Methods, Histogram, Box Plots, Statistical Visualization, Statistical Analysis, Epidemiology, Medical Science and Research, Descriptive Statistics, Statistical Inference, Probability Distribution, Scientific Methods, Data Analysis, Quantitative Research, Probability & Statistics, Advanced Analytics, Statistical Modeling, Predictive Modeling
4.8
Rating, 4.8 out of 5 stars
2.3K reviews
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Regression Models
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Correlation Analysis, Data Analysis, Statistical Methods, Predictive Modeling, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing
4.4
Rating, 4.4 out of 5 stars
3.4K reviews
Mixed · Course · 1 - 4 Weeks
Johns Hopkins University
Hypothesis Testing in Public Health
Skills you'll gain: Biostatistics, Sampling (Statistics), Statistical Inference, Scientific Methods, Quantitative Research
4.8
Rating, 4.8 out of 5 stars
629 reviews
Beginner · Course · 1 - 3 Months
IBM
Statistics for Data Science with Python
Skills you'll gain: Descriptive Statistics, Statistical Analysis, Data Analysis, Probability Distribution, Statistics, Data Visualization, Statistical Hypothesis Testing, Regression Analysis, Data Science, Matplotlib, Exploratory Data Analysis, Statistical Inference, Probability, Correlation Analysis, Pandas (Python Package), Jupyter
4.5
Rating, 4.5 out of 5 stars
428 reviews
Mixed · Course · 1 - 3 Months
University of Virginia
Foundations of Business Strategy
Skills you'll gain: Business Strategy, Strategic Thinking, Business Strategies, Competitive Analysis, Strategic Planning, Organizational Strategy, Strategic Decision-Making, Market Analysis, Risk Analysis, Analysis
4.8
Rating, 4.8 out of 5 stars
3.1K reviews
Beginner · Course · 1 - 4 Weeks