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.
University of Colorado Boulder
Skills you'll gain: Data Mining, Unsupervised Learning, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Probability, Statistical Inference, Statistical Hypothesis Testing, Service Level, Dimensionality Reduction, Data Warehousing, Statistical Machine Learning, Data Pipelines, Performance Testing, Data Science, Bash (Scripting Language), Statistical Methods
Credit offered
Graduate Certificate · 6 - 12 Months
Skills you'll gain: Organizational Change, Change Management, Google Workspace, Data Migration, User Provisioning, Technical Management, Email Automation, Administration, Cloud Computing, End User Training and Support
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Predictive Modeling, Applied Machine Learning, Verification And Validation, Performance Testing, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Software Development Life Cycle, Google Cloud Platform, Development Testing, Application Lifecycle Management, Web Applications, Application Development, Test Case, Program Development, Query Languages, Debugging
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Interoperability, Testability, Data Integrity, Data Governance, Maintainability, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Private Cloud, VMware ESX Servers, Virtual Machines, Google Cloud Platform, Cloud Infrastructure, Hybrid Cloud Computing, Cloud Management, Cloud Computing, Data Storage, Virtual Private Networks (VPN), Data Migration, Network Architecture, Firewall
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Relational Databases, Database Management, Databases, Data Migration, Operational Databases, Database Architecture and Administration, Query Languages, Cloud Computing Architecture, Distributed Computing, System Monitoring, Terraform, Dataflow, Data Maintenance, Application Deployment
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Event Marketing, Marketing Design, Canva (Software), Marketing Materials, Promotional Materials, Event Management, Logo Design, A/B Testing, Social Media Campaigns, Branding, Driving engagement, Digital Media Strategy, Graphic and Visual Design, Typography, Color Theory
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, IT Automation, Cloud Storage, Data Storage, Real Time Data, Serverless Computing
Beginner · Course · 1 - 3 Months

University of Leeds
Skills you'll gain: Data Ethics, Statistical Machine Learning, Regression Analysis, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Box Plots, Statistical Inference, Unsupervised Learning, R Programming, Data Visualization, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years

Ball State University
Skills you'll gain: Data Ethics, Machine Learning Algorithms, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Statistical Software, R Programming, Artificial Intelligence, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Social Determinants Of Health, Biostatistics, Diagnostic Tests, Health Systems, Health Policy, Healthcare Ethics, Statistical Hypothesis Testing, Descriptive Statistics, Public Health, Health Technology, Scientific Methods, Health Equity, Health Care, Chronic Diseases, Health Promotion, Probability & Statistics, Infectious Diseases, Occupational Health
Credit offered
Mastertrack · 6 - 12 Months