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 California, Davis
Skills you'll gain: Digital Transformation, Innovation, Responsible AI, Digital Communications, Machine Learning, AI Personalization, digital literacy, Data Ethics, Digital Analysis, Blockchain, Process Development, Emerging Technologies, AI literacy, FinTech, Social Impact, Technology Strategies, Data Storage, Artificial Intelligence, Media and Communications, Generative AI
★ 4.6 (41) · Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Software Design, System Design and Implementation, System Programming, Systems Analysis, Embedded Systems, Requirements Analysis, Unix, Operating Systems, Verification And Validation, Real Time Data, Performance Tuning, Performance Testing, System Monitoring, Computer Vision, Image Analysis
★ 3.9 (9) · Advanced · Course · 1 - 3 Months

Skills you'll gain: Seaborn, Matplotlib, NumPy, Plot (Graphics), Scatter Plots, Statistical Visualization, Data Visualization Software, Box Plots, Histogram, Jupyter, Heat Maps, Graphing, Data Manipulation, Artificial Intelligence, Analysis, AI Workflows, Development Environment
★ 4.5 (20) · Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Supervised Learning
★ 3.9 (18) · Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Workflow Management, Business Workflow Analysis, Process Mapping, Process Management, Process Analysis, Process Optimization, Process Flow Diagrams, Business Process Management, Process Improvement, Team Performance Management, Operational Efficiency, Team Management, Team Leadership, Analysis
★ 4.7 (10) · Intermediate · Course · 1 - 4 Weeks

Advancing Women in Tech
Skills you'll gain: Cross-Functional Team Leadership, AI Product Strategy, Design and Product, Technical Product Management, Engineering Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, Team Management, AI Enablement, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning
★ 4.5 (158) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Integrity, Database Architecture and Administration, Data Integration, Power BI, Data Maintenance, Database Administration, Database Management, Microsoft SQL Servers, Data Validation, Relational Databases, Databases, Application Programming Interface (API), Dashboard Creation, Dashboard, Data Quality, Interactive Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC)
★ 4.8 (25) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer experience strategy (CX), Customer Success Management, Case Studies, Customer Acquisition Management, Customer Analysis, Brand Loyalty, Customer Relationship Building, Customer experience improvement, Customer Retention, Customer Data Management, Customer Engagement, Organizational Strategy, Marketing Automation, Salesforce, Customer Insights, Operational Analysis, Value Propositions, Market Analysis
★ 4.6 (51) · Beginner · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data Presentation, Business Analytics, Data Literacy, Business Analysis, Business Strategy, Accounting, Organizational Effectiveness, Analytical Skills, Organizational Structure, General Accounting, Organizational Strategy, Business Communication, Marketing, Financial Accounting, Strategic Marketing, Strategic Thinking, Innovation, Product Lifecycle Management, Value Propositions
★ 4.9 (16) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Analytics, Driving engagement, Web Analytics, Benchmarking, Drive Engagement, Customer Engagement, Customer Analysis, Performance Analysis, Performance Reporting, Journey Mapping, Customer Retention, Trend Analysis, Marketing
★ 4.6 (55) · Intermediate · Guided Project · Less Than 2 Hours

Università di Napoli Federico II
Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), Object Oriented Design, R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Python Programming, Deep Learning, Computer Programming, Machine Learning Methods, Scripting Languages, Statistical Machine Learning, Scripting
★ 4.2 (55) · Intermediate · Specialization · 1 - 3 Months

Multiple educators
Skills you'll gain: Data Storytelling, Storytelling, Conversion Funnel Analysis, Design Thinking, Solution Design, Business Strategies, Business Strategy, Business Modeling, Business Solutions, Visual Storytelling, Marketing Communications, Data Visualization, Brand Strategy, Project Portfolio Management, Digital Analysis, Advertising, Business Planning, Growth Strategies, Risk Management, Portfolio Risk
★ 4.8 (91) · Intermediate · Specialization · 3 - 6 Months