Master statistics for data science applications. Learn about statistical techniques, data analysis, and machine learning models.
The language used throughout the course, in both instruction and assessments.
Stanford University
Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science
Intermediate · Course · 1 - 4 Weeks

New York University
Skills you'll gain: Respiratory Care, Mindfulness, Physiology, Stress Management, Research, Cardiology, Orthopedics, Immunology, Anatomy, Chronic Diseases, Neurology, Endocrinology, Mental Health
Beginner · Course · 3 - 6 Months

Skills you'll gain: SAS (Software), Data Quality, Data Analysis, Business Analytics, Exploratory Data Analysis, Data Cleansing, Virtual Environment, Data Manipulation, Interactive Data Visualization, Data Access, Business Reporting, Statistical Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis, Python Programming
Beginner · Guided Project · Less Than 2 Hours

The Hong Kong University of Science and Technology
Skills you'll gain: FinTech, Financial Regulation, Business Continuity Planning, Compliance Management, Disaster Recovery, Financial Regulations, Operational Risk, Bank Regulations, Risk Management, Business Risk Management, Financial Industry Regulatory Authorities, Financial Services, Law, Regulation, and Compliance, Governance, IT Management, Information Assurance, Market Trend, Emerging Technologies, Banking, Blockchain
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Generative AI, Fraud detection, Predictive Analytics, Financial Services, Personalized Service, Financial Modeling, Financial Trading, Financial Reporting, FinTech, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Banking, Investment Management, Automation
Beginner · Course · 1 - 4 Weeks

The Museum of Modern Art
Skills you'll gain: Design Thinking, Creative Thinking, Learning Styles, Learning Strategies, Empathy, Self-Awareness, Analytical Skills, Writing
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Process Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Lean Six Sigma, Kaizen Methodology, Quality Improvement, Regression Analysis, Statistical Process Controls, Continuous Improvement Process, Process Capability, Project Management, Quality Management, Cost Benefit Analysis, Statistical Inference, Document Control
Beginner · Course · 1 - 3 Months

The University of Sydney
Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Brainstorming, Analytical Skills, Critical Thinking, Complex Problem Solving, Case Studies, Research, Communication
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

New York University
Skills you'll gain: Supervised Learning, Applied Machine Learning, Machine Learning, Statistical Methods, Artificial Neural Networks, Predictive Modeling, Scikit Learn (Machine Learning Library), Regression Analysis, Deep Learning, Financial Services, Finance, Tensorflow, Jupyter, Reinforcement Learning
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Python Programming, Probability & Statistics
Advanced · Course · 1 - 3 Months