Statistical analysis courses can help you learn data collection methods, hypothesis testing, regression analysis, and data visualization techniques. You can build skills in interpreting results, making predictions, and drawing conclusions from data sets. Many courses introduce tools such as R, Python, and Excel, that support performing statistical computations and creating visual representations of data.
University of Colorado Boulder
Skills you'll gain: Numerical Analysis, Applied Mathematics, Mathematical Modeling, Differential Equations, Physics
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Business Metrics, Business Analytics, Performance Measurement, Business Intelligence, Financial Data, Market Data, Key Performance Indicators (KPIs), Tableau Software, Analytical Skills, Big Data, Data Analysis, Competitive Intelligence, Data-Driven Decision-Making, E-Commerce, Microsoft Excel, SQL
Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Data Import/Export, PySpark, Apache Kafka, Tensorflow, Data Governance, Apache Spark, Dashboard, Apache Airflow, Big Data, Unstructured Data, Extract, Transform, Load, Operational Databases, Metadata Management, Feature Engineering
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Education and Training, Higher Education, International Relations, Visionary, Systems Thinking, Social Justice, Systems Analysis, Community Development, Leadership, Policty Analysis, Research, and Development, Sustainable Development, Policy Analysis, Advocacy, Collaboration
Beginner · Course · 1 - 3 Months

Skills you'll gain: Team Performance Management, Business Planning, Resource Management, Business Acumen, Organizational Effectiveness, Strategic Thinking, Business Strategy, Financial Management, Strategic Decision-Making, Organizational Change, Team Leadership, Financial Analysis, Financial Statements, Budgeting
Beginner · Course · 1 - 4 Weeks

Starweaver
Skills you'll gain: Computer-Aided Design, Engineering Design Process, Product Engineering, Mechanical Design, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

Universidades Anáhuac
Skills you'll gain: Team Building, Empathy & Emotional Intelligence, Emotional Intelligence, Team Management, Personal Development, Team Leadership, Organizational Leadership, Teamwork, Collaboration, Conflict Management, Team Motivation, Professional Development, Productivity, Initiative and Leadership, Leadership, Motivational Skills, Self-Awareness, Overcoming Obstacles, Communication, Problem Solving
Beginner · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Tool Calling, Embeddings, Generative AI Agents, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Application Design
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Customer Retention, Customer Analysis
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Environmental Social And Corporate Governance (ESG), Supply Chain Management, Sustainability Standards, Sustainability Reporting, Energy and Utilities, Occupational Safety And Health, Water Sustainability, Environmental Issue, Climate Change Mitigation, Water Resource Management, Key Performance Indicators (KPIs), Cost Benefit Analysis, Return On Investment, Goal Setting
Beginner · Course · 1 - 3 Months