Hypothesis testing courses can help you learn statistical significance, p-values, confidence intervals, and the formulation of null and alternative hypotheses. You can build skills in analyzing data sets, interpreting results, and making informed decisions based on statistical evidence. Many courses introduce tools like R, Python, and Excel, which are commonly used for conducting tests such as t-tests, chi-square tests, and ANOVA, allowing you to apply your knowledge to real data analysis tasks.

Rice University
Skills you'll gain: Combinatorics, Probability, Programming Principles, Computational Thinking, Computer Programming, Object Oriented Programming (OOP), Development Testing, Software Testing, Applied Mathematics, Algorithms, Python Programming, Game Design, General Mathematics
★ 4.7 (584) · Intermediate · Course · 1 - 3 Months

Rice University
Skills you'll gain: Immunology, Public Health, Anatomy, Molecular Biology, Molecular, Cellular, and Microbiology, Infectious Diseases, Life Sciences, Medical Terminology, Cell Biology, Biochemistry
★ 4.7 (1.8K) · Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Cryptography, Public Key Infrastructure, Cybersecurity, Information Systems Security, Data Security, Firewall, Cyber Attacks, Data Encryption Standard, Penetration Testing, Network Security, Information Assurance, Encryption, Exploit development, Advanced Encryption Standard (AES), Cryptographic Protocols, Intrusion Detection and Prevention, Metasploit, Application Security, Security Testing, Cyber Security Policies
★ 4 (603) · Intermediate · Specialization · 3 - 6 Months

Chegg Skills
Skills you'll gain: A/B Testing, Digital Advertising, Content Performance Analysis, Advertising Campaigns, Online Advertising, Advertising, Content Optimization, Performance marketing, Marketing Design, Campaign Management, Content Creation, Digital Marketing, Marketing Materials, Performance Analysis, Data-Driven Marketing, Marketing Communications, Driving engagement, Content Strategy, Strategic Planning, Marketing Strategy and Techniques
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Agile Methodology, Scrum (Software Development), Embedded Software, Embedded Systems, System Programming, Agile Software Development, Linux, Software Testing, Development Testing, Linux Administration, Software Development Methodologies, Agile Project Management, Git (Version Control System), Docker (Software), Containerization, System Software, Electrical and Computer Engineering, File Systems, Shell Script, Debugging
★ 4.4 (183) · Intermediate · Specialization · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Estimation, Business Metrics, Decision Making, Cost Estimation, Risk Management, Data-Driven Decision-Making, Project Estimation, Systems Of Measurement, Decision Intelligence, Bayesian Statistics, Quantitative Research, Risk Analysis, Small Data, Analysis, Sample Size Determination, Problem Solving, Sampling (Statistics), Business Analysis, Statistical Inference, Business Strategy
Beginner · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Application Design, Software Design, Software Design Patterns, Functional Design, Other Programming Languages, Event-Driven Programming, Functional Testing, Java, Programming Principles, Performance Tuning, Data Structures, Algorithms
★ 4.5 (3.1K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Version Control, Git (Version Control System), Restful API, ASP.NET, API Design, .NET Framework, Software Versioning, API Testing, Application Programming Interface (API), Database Development, Back-End Web Development, Object-Relational Mapping, Web Services, Database Management, Databases, Development Environment, Server Side, Database Design, Application Frameworks, C# (Programming Language)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Process Controls, Correlation Analysis, Statistics, Data-Driven Decision-Making, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Statistical Software, Probability & Statistics, Regression Analysis, Statistical Inference, Predictive Analytics, Data Analysis, SAS (Software), Scatter Plots, Experimentation, Analytical Skills, Data Visualization
★ 4.8 (101) · Beginner · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Program Development, Data Validation, Object Oriented Programming (OOP), Build Tools, Programming Principles, Object Oriented Design, Algorithms, Software Testing, Enterprise Modeling, Unit Testing, Data Structures, Data Modeling
★ 4.6 (178) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: React Redux, React.js, React Native, Jest (JavaScript Testing Framework), GraphQL, Application Deployment, Application Development, Web Applications, Full-Stack Web Development, Web Development Tools, UI Components, JavaScript Frameworks, Front-End Web Development, Web Frameworks, Web Development, HTML and CSS, Cascading Style Sheets (CSS), User Interface (UI), Event-Driven Programming, Javascript
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Power BI, Microsoft Copilot, Data Modeling, Data Analysis Expressions (DAX), Microsoft Power Platform, Data Storytelling, Data Visualization Software, Data Presentation, Interactive Data Visualization, Business Intelligence, Data Maintenance, Data Analysis, Extract, Transform, Load, Database Administration, Data Integration, Data Manipulation, Data Wrangling, Data Transformation, Data Access, Data Cleansing
★ 4.6 (719) · Beginner · Course · 1 - 3 Months