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.

University of California, Irvine
Skills you'll gain: Data Storytelling, Data Presentation, Human Resource Strategy, Performance Metric, Employee Relations, Business Metrics, Talent Recruitment, Employee Performance Management, Strategic Decision-Making, Data Analysis, Dashboard, Organizational Strategy, Business Analysis, Employee Engagement, Data Collection, Employee Retention, Compensation Strategy, Training and Development, Compensation and Benefits, Mental Health
Beginner · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Programming Principles, Object Oriented Programming (OOP), Functional Design, Software Design Patterns, Computer Programming, Data Structures, Integrated Development Environments, Javascript, Algorithms, Computational Thinking
Intermediate · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Text Mining, Natural Language Processing, Data Processing, Unstructured Data, Feature Engineering, Data Manipulation, Data Cleansing, Python Programming, Unsupervised Learning, Machine Learning Algorithms, Supervised Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Process Analysis, Business Process, Business Analysis, Workflow Management, Process Management, Process Flow Diagrams, Business Process Modeling, Stakeholder Management, Stakeholder Analysis, Computer Literacy
Beginner · Guided Project · Less Than 2 Hours

University of Arizona
Skills you'll gain: Physical Science, Physics, Ancient History, Chemistry, General Science and Research, Global Positioning Systems, Scientific Methods, Scientific Visualization, Research, Simulations
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Scala Programming, Real Time Data, Apache Hive, Command-Line Interface, Distributed Computing, Data Processing, Big Data, Apache, Apache Cassandra, Applied Machine Learning, Data Pipelines, Java, Databases, MongoDB, IntelliJ IDEA, NoSQL, Application Deployment
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Oral Expression, Concision, Stakeholder Communications, Drive Engagement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mathematical Software, Statistical Methods, Data Manipulation, Scripting, Software Installation
Intermediate · Course · 3 - 6 Months
University of Pennsylvania
Skills you'll gain: Financial Statements, Financial Statement Analysis, Accrual Accounting, Financial Accounting, Financial Reporting, Accounting, Financial Analysis, Balance Sheet, Income Statement, Cash Flows, General Ledger, Bookkeeping, Revenue Recognition, Business Metrics, Return On Investment, Depreciation
Mixed · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Physics, Mechanics, Thermal Management, Engineering, Applied Mathematics, Vibrations, Physical Science, Engineering Analysis, Torque (Physics), Laboratory Equipment, Mathematical Theory & Analysis, Problem Solving, Science and Research, Analytical Skills, Computer Science, Critical Thinking and Problem Solving, Logical Reasoning, Research, Software Development, Critical Thinking
Beginner · Course · 1 - 3 Months

Skills you'll gain: Software Development Life Cycle, Software Architecture, Software Design, Scrum (Software Development), Software Engineering, Software Design Patterns, Agile Methodology, Software Development Methodologies, Systems Architecture, Programming Principles, Back-End Web Development, Front-End Web Development, Integrated Development Environments, Object Oriented Programming (OOP), Python Programming
Beginner · Course · 1 - 3 Months

The Museum of Modern Art
Skills you'll gain: Photography, Culture, Art History, Media and Communications, Public History, Storytelling, Social Justice
Beginner · Course · 1 - 3 Months