Statistics for Data Science courses can help you learn data visualization, hypothesis testing, regression analysis, and probability theory. You can build skills in interpreting data trends, making predictions, and conducting A/B testing. Many courses introduce tools like R, Python, and SQL, that support analyzing datasets and implementing statistical models. By engaging with these tools, you can effectively apply statistical methods to real-world data challenges, enhancing your ability to draw meaningful insights.

École Polytechnique Fédérale de Lausanne
Skills you'll gain: GIS Software, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Graphic and Visual Design, Color Theory, Database Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Performance Testing, Performance Stress Testing, Test Tools, Software Testing, API Testing, Application Performance Management, Test Planning, Test Script Development, Test Data, Configuration Management
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Climate Change Adaptation, Environmental Issue, Corporate Sustainability, Environmental Resource Management, Climate Change Mitigation, Social Impact, Mitigation, Sustainable Systems, Community Development, Community Outreach, Water Resource Management, Risk Analysis, Environmental Science, Vulnerability, Case Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stored Procedure, Database Design, Git (Version Control System), Database Development, MySQL Workbench, MySQL, Databases, Database Application, Database Software, Database Management, Data Visualization Software, Version Control, Interactive Data Visualization, SQL, Code Review, Tableau Software, Data Modeling, Django (Web Framework), Project Management, Application Development
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Consumer Behaviour, Responsible AI, Social Impact, Business Risk Management, Decision Intelligence, Business Operations, Risk Analysis, AI literacy, Generative AI, AI Product Strategy, Socioeconomics, Environment Health And Safety, Safety Assurance, Social Sciences, Environmental Issue, Governance, Accountability, Leadership and Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Commands, Linux, Scripting, Unix Commands, DevOps, Test Script Development, Devops Tools, Scripting Languages, File Management, Unix, Command-Line Interface, File I/O
Intermediate · Guided Project · Less Than 2 Hours

The Chinese University of Hong Kong
Skills you'll gain: Culture, Social Studies, Social Sciences, Liberal Arts, World History, Ancient History, Political Sciences, Economics, Governance
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Tenacity, Persistence, Personal Development, Resilience, Habit Formation, Overcoming Obstacles, Decision Making, Self-Awareness, Problem Solving, Emotional Intelligence, Adaptability, Stress Management, Leadership, Neurology, Human Learning, Learning Theory, Psychology, Anatomy, Business, Physiology
Build toward a degree
Beginner · Course · 1 - 3 Months

STARWEAVER
Skills you'll gain: Lean Manufacturing, Lean Methodologies, Kaizen Methodology, Process Mapping, Cross-Functional Collaboration, Kanban Principles, Process Analysis, Employee Engagement, Process Optimization, Operational Excellence, Operational Efficiency, Continuous Improvement Process, Process Improvement and Optimization, Process Improvement, Business Process, Workflow Management, Culture Transformation, Leadership, Waste Minimization, Change Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Query Languages, Relational Databases, Data Manipulation, Data Access, Data Analysis, Problem Solving
Intermediate · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: Data Visualization Software, Data Visualization, Data Storytelling, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Dashboard Creation, Seaborn, Tableau Software, Scatter Plots, Histogram, Google Sheets, Microsoft Excel, Data Analysis, Python Programming, Cloud Applications, Business Communication
Intermediate · Course · 1 - 4 Weeks

Goldman Sachs
Skills you'll gain: Market Research, New Product Development, Product Development, Entrepreneurship, Product Planning, User Research, Product Design, Innovation, Focus Group, Ideation, Business Development, Product Testing, Logistics
Mixed · Course · 1 - 4 Weeks