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.

Peking University
Skills you'll gain: Data Structures, C++ (Programming Language), Object Oriented Programming (OOP), Algorithms, File I/O, C (Programming Language), Computational Thinking, Graph Theory, Programming Principles, Program Development, Theoretical Computer Science, Computer Programming, Computer Science, Data Storage, Pseudocode, Computer Architecture, Web Analytics and SEO, Performance Tuning, Software Engineering, Database Systems
Beginner · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Cybersecurity, IT Security Architecture, Cryptography, Disaster Recovery, Business Continuity, Application Security, OSI Models, Encryption, Information Systems Security, Governance Risk Management and Compliance, Secure Coding, Network Security, Infrastructure Security, Authorization (Computing), Security Engineering, Computer Security, Threat Modeling, Security Controls, Software Development, Identity and Access Management
Beginner · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Microsoft Access, Database Management, Excel Macros, Microsoft 365, Database Development, Database Administration, Database Architecture and Administration, Data Maintenance, Microsoft Windows, Database Software, Databases, Relational Databases, Query Languages, Database Design, Data Entry, Microsoft Office, Data Presentation, Productivity Software, Scripting, User Interface (UI)
Mixed · Course · 1 - 3 Months

Niel Asher Education
Skills you'll gain: Sports Medicine, Physical Therapy, Respiratory Therapy, Exercise Therapy, Biology, Mindfulness, Orthopedics, Athletic Training, Manual Therapy, Neurology, Medical Terminology, Self-Awareness, Spatial Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Data Cleansing, Exploratory Data Analysis, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Work Breakdown Structure, Jira (Software), Sprint Planning, Dashboard, Sprint Retrospectives, User Story, Verification And Validation, Quality Assurance, Issue Tracking, Software Testing, Data Visualization, Test Planning, Workflow Management, Project Management, Data-Driven Decision-Making, Kanban Principles, Continuous Improvement Process, Agile Methodology, Capacity Planning, Root Cause Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Ethics, Responsible AI, AI Security, Business Ethics, Artificial Intelligence, Information Privacy, Ethical Standards And Conduct, Regulatory Requirements, Emerging Technologies, Strategic Leadership, Accountability, Diversity and Inclusion, Stakeholder Engagement
Beginner · Course · 1 - 4 Weeks

Berklee
Skills you'll gain: Musical Composition, Music, Music Theory, Education Software and Technology, Peer Review, Instrumental Music, Teaching, Performing Arts, Music Performance, World Music, Classroom Management, Cultural Responsiveness, Post-Production, Media Production, Storytelling, Creativity, Technology Strategies, Writing
Intermediate · Specialization · 3 - 6 Months

Copenhagen Business School
Skills you'll gain: Consumer Behaviour, Marketing Psychology, Decision Making, Brand Management, Human Learning, Customer Insights, Market Research, Business Ethics, Marketing, Advertising, Ethical Standards And Conduct, Psychology, Data Collection
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, USB, Semiconductors, Simulations, Engineering Documentation, Electric Power Systems, Electrical Engineering, Electrical Power, Engineering Design Process, Electronic Components, Electronics, Hardware Design, Technical Communication, Electronics Engineering, electromagnetics, Design Specifications, Systems Analysis, Engineering Analysis
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dashboard, Data Storytelling, Data Presentation, Marketing Analytics, Marketing Effectiveness, Key Performance Indicators (KPIs), Data Visualization, Google Analytics, Performance Reporting, Consumer Behaviour, Business Reporting, Stakeholder Engagement, Performance Metric, Data Integration, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Data Governance, Workflow Management, No-Code Development, Financial Data, Accounting and Finance Software, Artificial Intelligence, Financial Management, Generative AI, Automation, Financial Forecasting, Financial Regulation, Finance, Financial Reporting, Data Management, Financial Analysis, Accounting, Strategic Decision-Making, Securities (Finance)
Advanced · Course · 1 - 4 Weeks