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.

Johns Hopkins University
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Mathematical Theory & Analysis, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, General Mathematics, Probability
Beginner · Specialization · 3 - 6 Months

Adobe
Skills you'll gain: Adobe Illustrator, Color Theory, Typography, Graphic and Visual Design, Graphic Design, Design, Adobe Creative Cloud, Design Elements And Principles, Layout Design, Logo Design, Digital Design, Generative AI, Creativity
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Active Listening, Social Skills, Emotional Intelligence, Empathy, Interpersonal Communications, Conflict Management, Cultural Diversity, Non-Verbal Communication, Relationship Building, Self-Awareness, Communication, Adaptability
Beginner · Course · 1 - 4 Weeks
Macquarie University
Skills you'll gain: Data Visualization, Microsoft Excel, Spreadsheet Software, Excel Formulas, Microsoft Office, Data Management, Data Entry, Productivity Software, Writing
Beginner · Course · 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Communication Systems, Digital Communications, Theoretical Computer Science, Telecommunications, Information Management, Probability, Probability Distribution, Linear Algebra, Digital Signal Processing, Algorithms
Mixed · Course · 3 - 6 Months

California Institute of the Arts
Skills you'll gain: Animation and Game Design, Animations, Game Design, Video Game Development, Design, Technical Design, Conceptual Design, Design Elements And Principles, Creative Design, Storytelling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
Advanced · Course · 1 - 4 Weeks

University at Buffalo
Skills you'll gain: Electrical Systems, Building Codes, Electrical Wiring, Construction Inspection, HVAC, Building Design, Basic Electrical Systems, Electrical Power, Engineering Calculations, Architectural Design, System Requirements, Electrical Safety, Mechanical Design, Energy and Utilities, Architectural Engineering, Land Development, Semiconductors, Cost Benefit Analysis, Design Reviews, Submittals (Construction)
Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Datamaps, Interactive Data Visualization, Scatter Plots, Histogram, Graphic and Visual Design, R Programming, Geographic Information Systems
Intermediate · Course · 1 - 3 Months

Skills you'll gain: IT Service Management, Technical Support, Desktop Support, Help Desk Support, Technical Documentation, System Support, Technical Communication, Customer Service, Service Level, End User Training and Support, Remote Access Systems, Issue Tracking
Beginner · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Compliance Management, Compliance Training, Regulation and Legal Compliance, Legal Risk, Law, Regulation, and Compliance, Governance Risk Management and Compliance, Compliance Reporting, Regulatory Requirements, Compliance Auditing, Risk Management, Operational Risk, Governance, Risk Mitigation, Strategic Planning, Risk Analysis, Brand Management
Mixed · Course · 1 - 4 Weeks

EDHEC Business School
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Financial Modeling, Financial Analysis, Asset Management, Estimation, Statistical Methods, Python Programming, Risk Analysis
Intermediate · Course · 1 - 4 Weeks