Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.

University of Colorado Boulder
Skills you'll gain: Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Computational Thinking, Data Storage Technologies, Linear Algebra, Python Programming, Arithmetic
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Color Theory, User Interface and User Experience (UI/UX) Design, Logo Design, Typography, User Interface (UI), Interaction Design, Figma (Design Software), Adobe Illustrator, Design Reviews, Wireframing, Usability, Graphic and Visual Design, Web Content Accessibility Guidelines, Adobe Photoshop, User Experience, Graphic Design, User Centered Design, Photo Editing, Peer Review, Game Design
Beginner · Professional Certificate · 3 - 6 Months

Illinois Tech
Skills you'll gain: Database Design, Relational Databases, Database Application, Database Systems, Database Management, Databases, Big Data, Machine Learning Algorithms, NoSQL, SQL, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Apache Hadoop, Exploratory Data Analysis, Transaction Processing, Apache Kafka
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Intermediate · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Exploratory Data Analysis, Sampling (Statistics), Statistical Inference, R (Software), Probability Distribution, R Programming, Bayesian Statistics, Probability, Data Analysis, Statistical Analysis, Descriptive Statistics
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Robotic Process Automation, Data Mapping, Artificial Intelligence, Automation, Graph Theory, Planning, Algorithms, Simulation and Simulation Software, Mechanics, Real-Time Operating Systems, Computer Programming, Systems Of Measurement, Control Systems, Simulations, Computer Science, Computer Vision, Engineering, Global Positioning Systems, Linear Algebra, Design
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Beginner · Specialization · 3 - 6 Months

Peking University
Skills you'll gain: Music History, Music, Classical Music, World Music, Musical Composition, Music Theory, Performing Arts
Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Ethical Standards And Conduct, Business Ethics, Social Network Analysis, Public Administration, Accountability, Policy Analysis, Law, Regulation, and Compliance, Analysis, Social Sciences, Systems Thinking, Case Studies, Regulation and Legal Compliance, Governance, Social Justice, Disciplinary Procedures, Legal Proceedings, Compliance Training, Political Sciences, Performance Measurement
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Data Science, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Biology, Taxonomy, Anatomy, Microbiology, Mathematical Modeling, Scientific Methods
Beginner · Course · 1 - 3 Months

Skills you'll gain: Music Theory, Instrumental Music, Music, Music Performance
Intermediate · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Surveys, Interviewing Skills, Data Collection, Sampling (Statistics), Unstructured Data, Research Methodologies, Qualitative Research, Data Validation, Data Quality, Text Mining
Beginner · Course · 1 - 4 Weeks

High Tech High Graduate School of Education
Skills you'll gain: Education and Training, Teaching, Growth Mindedness, Learning Theory, Human Learning, Student Engagement, Experimentation, Psychological Evaluations, Discussion Facilitation
Mixed · Course · 1 - 4 Weeks