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

Status: Free
École Polytechnique Fédérale de Lausanne
Systèmes d’Information Géographique - Partie 2
Skills you'll gain: GIS Software, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Sampling (Statistics), Data Mapping, Correlation Analysis, Database Management
4.3
Rating, 4.3 out of 5 stars
43 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Data Driven Decision Making
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Data Visualization, Statistical Software, Statistical Analysis, Statistical Methods, Data Analysis, Descriptive Statistics, R Programming, Probability & Statistics, Variance Analysis, Regression Analysis, Statistical Inference, Sampling (Statistics)
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
25 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Universiteit Leiden
Population Health: Study Design
Skills you'll gain: Data Analysis, Research Design, Epidemiology, Statistical Analysis, Clinical Research, Biostatistics, Quantitative Research, Probability & Statistics, Research Methodologies, Risk Analysis
4.3
Rating, 4.3 out of 5 stars
20 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado System
Customer Data Analytics for Marketers
Skills you'll gain: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Customer Retention, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Statistical Modeling, Probability Distribution, Data Visualization
4.9
Rating, 4.9 out of 5 stars
8 reviews
Intermediate · Course · 1 - 4 Weeks
Queen Mary University of London
Analysis and Interpretation of Data
Skills you'll gain: Data Analysis, Statistical Analysis, Correlation Analysis, Quantitative Research, Regression Analysis, Marketing Analytics, Analytical Skills, Data Quality, Probability & Statistics, Trend Analysis, Data Cleansing, Digital Marketing, Exploratory Data Analysis, Market Research, Return On Investment
4.6
Rating, 4.6 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
University of California, Davis
Python Basics for Online Research
Skills you'll gain: Debugging, Jupyter, Computational Thinking, Web Scraping, Python Programming, Programming Principles, Data Manipulation, Problem Management, Data Access, Text Mining, Application Programming Interface (API), Scripting, Computer Programming, Data Cleansing, Data Dictionary, Automation, Probability & Statistics, Data Structures, Data Analysis, Web Services
3.4
Rating, 3.4 out of 5 stars
27 reviews
Beginner · Specialization · 3 - 6 Months
University of Colorado System
Kalman Filter Boot Camp (and State Estimation)
Skills you'll gain: Linear Algebra, Mathematical Modeling, Matlab, Statistical Modeling, Simulations, Applied Mathematics, Probability & Statistics, System Implementation
4.8
Rating, 4.8 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado System
Applied Kalman Filtering
Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Applied Mathematics, Global Positioning Systems, Probability & Statistics, System Implementation, Engineering Calculations, Statistical Methods, Predictive Analytics, Time Series Analysis and Forecasting, Performance Tuning, Simulation and Simulation Software, Differential Equations
4.8
Rating, 4.8 out of 5 stars
10 reviews
Intermediate · Specialization · 3 - 6 Months
Google Cloud
Launching into Machine Learning en Español
Skills you'll gain: Exploratory Data Analysis, Data Quality, Applied Machine Learning, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Business Metrics, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Machine Learning Algorithms, Google Cloud Platform, Predictive Modeling, Data Analysis, Big Data, Data Science, Sampling (Statistics), Regression Analysis, Performance Tuning
4.7
Rating, 4.7 out of 5 stars
130 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Quantifying Relationships with Regression Models
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Inference, Data Analysis, Statistical Modeling, Statistical Analysis, Probability & Statistics, Predictive Modeling
4.7
Rating, 4.7 out of 5 stars
21 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Robot Localization with Python and Particle Filters
Skills you'll gain: Spatial Data Analysis, Artificial Intelligence, Sampling (Statistics), Data Manipulation, Scenario Testing, NumPy
4.5
Rating, 4.5 out of 5 stars
23 reviews
Advanced · Guided Project · Less Than 2 Hours
Status: Free
Institut Mines-Télécom
Traitement d'images : introduction au filtrage
Skills you'll gain: Image Analysis, Computer Vision, Python Programming, Computer Programming, Computer Science, Applied Mathematics, Data Import/Export, Probability & Statistics
Intermediate · Course · 1 - 3 Months