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.

Caltech
Skills you'll gain: Specimen Preparation, Medical Imaging, Image Analysis, Cell Biology, Laboratory Techniques, Specimen Collection, Digital Signal Processing, Scientific Visualization, 3D Modeling, Spatial Analysis
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Variance Analysis, Financial Analysis, Income Statement, Balance Sheet, Performance Measurement, Management Accounting, Return On Investment, Revenue Forecasting, Financial Management, Profit and Loss (P&L) Management, Cost Management, Financial Data, Budgeting, Finance, Accounting, Cash Flows
Beginner · Specialization · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Writing, Writing and Editing, Research, Peer Review, Research Methodologies, Media and Communications, Journals, Research and Design, Policy Analysis, Content Creation
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Mining, Big Data, Predictive Analytics, Data Modeling, MySQL, Business Analytics, Apache Hadoop, Data Integration, Star Schema, Unstructured Data, Database Design, SQL, Data Transformation
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Data Storage, Computer Programming
Beginner · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Key Management, Security Management, Cyber Attacks, Cryptography, Cyber Security Policies, Cybersecurity, Encryption, ISO/IEC 27001, Risk Management Framework, Information Assurance, Security Controls, Incident Response
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Azure Synapse Analytics, Power BI, Microsoft Azure, Cloud Services, Data Warehousing, Databricks, Databases, Dashboard, Apache Hadoop, Big Data, Apache Spark, Business Intelligence, Data Lakes, Extract, Transform, Load, Data Visualization Software, Data Integration, Data Processing, Data Visualization, Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Object-Relational Mapping, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming
Intermediate · Guided Project · Less Than 2 Hours

SkillUp
Skills you'll gain: User Story, Sprint Retrospectives, Scrum (Software Development), Sprint Planning, Backlogs, Project Risk Management, Agile Methodology, Agile Project Management, Team Building, Team Management, Meeting Facilitation, Process Development, Stakeholder Engagement, Organizational Change, Stakeholder Management, Team Leadership, Employee Coaching, Project Management, Risk Management, Communication
Beginner · Specialization · 3 - 6 Months

Lund University
Skills you'll gain: Sustainable Business, Sustainable Development, Sustainable Systems, Socioeconomics, Environmental Issue, Environmental Social And Corporate Governance (ESG), Economics, Environmental Policy, Climate Change Mitigation, Consumer Behaviour
Beginner · Course · 1 - 3 Months

Peking University
Skills you'll gain: File Systems, Operating Systems, System Programming, Data Storage, OS Process Management, Computer Systems, Unix, Linux, Microsoft Windows, Computer Hardware, Algorithms
Intermediate · Course · 3 - 6 Months

University of Virginia
Skills you'll gain: Price Negotiation, Market Dynamics, Product Strategy, Revenue Management, Cost Accounting, Economics, Demand Planning, Cost Benefit Analysis, Consumer Behaviour, Case Studies, Marketing Channel, Customer Analysis, Regression Analysis, Competitive Analysis, Statistical Methods
Beginner · Course · 1 - 4 Weeks