Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.

Northeastern University
Skills you'll gain: Value-Based Care, Health Informatics, Business Analytics, Health Information Management and Medical Records, Analytics, Patient Safety, Health Care, Patient-centered Care, Statistical Analysis, Quantitative Research, Performance Measurement, Data Analysis, Data-Driven Decision-Making, Descriptive Analytics, Organizational Strategy, Risk Analysis, Peer Review, Strategic Thinking, Data Management, Systems Thinking
Beginner · Course · 1 - 4 Weeks

The University of Edinburgh
Skills you'll gain: Music Theory, Musical Composition, Classical Music, Instrumental Music
Beginner · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: User Story, Agile Software Development, Agile Methodology, Agile Project Management, Scrum (Software Development), Sprint Planning, Software Development Methodologies, Sprint Retrospectives, Waterfall Methodology, Continuous Integration, Test Driven Development (TDD)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Embedded Software, Embedded Systems, Debugging, C (Programming Language), Electronic Components, Computer Hardware, Integrated Development Environments, Computer Programming, Electronics Engineering, Network Protocols, Development Environment, Digital Communications, Open Source Technology
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Digital pedagogy, Education Software and Technology, digital literacy, Content Management, User Accounts
Beginner · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Skills you'll gain: Web Analytics, Digital Marketing, Digital Media Strategy, Marketing Analytics, Marketing Strategies, Consumer Behaviour, Digital Advertising, Content Creation, Analytics, Integrated Marketing Communications, Marketing Automation, Search Engine Optimization, AI Personalization, Customer experience strategy (CX), Data Analysis, Data Collection, Generative AI, Data Visualization
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Construction Management, Construction Estimating, Project Schedules, Cost Estimation, Project Finance, Construction, Building Information Modeling, Scheduling, Cost Control, Environment Health And Safety, Lean Methodologies, Real Estate, Earned Value Management, Project Controls, Risk Management, Project Accounting, Work Breakdown Structure, Business Transformation, Finance, Innovation
Beginner · Specialization · 3 - 6 Months

University of Washington
Skills you'll gain: Public Speaking, Verbal Communication Skills, Communication, Adaptability, Stress Management, Organizational Skills
Beginner · Course · 1 - 3 Months

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Statistical Analysis, Pandas (Python Package), Analytical Skills, Descriptive Statistics, Data Manipulation, Probability, Data Collection, Data Capture, Restful API, Performance Measurement, Data Cleansing, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: User Experience Design, Usability Testing, Prototyping, User Centered Design, Mockups, Wireframing, Persona (User Experience), Adobe XD, User Interface (UI), Cross Platform Development, Figma (Design Software), User Research, Web Design, Responsive Web Design, Web Applications, Information Architecture
Beginner · Course · 1 - 4 Weeks