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.
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Mergers & Acquisitions, Customer Retention, Business Research, Business Strategy, Organizational Structure, Organizational Strategy, Peer Review, Game Theory, Strategic Thinking, Competitive Analysis, Strategic Partnership, Product Strategy, Report Writing, Business Consulting, Growth Strategies, Organizational Effectiveness, Strategic Decision-Making, Management Consulting, Organizational Change, Analysis
Intermediate · Specialization · 3 - 6 Months

University of Virginia
Skills you'll gain: Branding, Brand Awareness, Brand Strategy, Brand Management, Personal Attributes, Safety and Security, digital literacy, Social Media, Personally Identifiable Information, Self-Awareness, Social Media Strategy, Information Privacy
Beginner · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Computer Science, Probability
Intermediate · Course · 1 - 4 Weeks

Erasmus University Rotterdam
Skills you'll gain: Econometrics, Time Series Analysis and Forecasting, Regression Analysis, Logistic Regression, Data Analysis, Quantitative Research, Statistical Analysis, Statistical Modeling, Statistics, Case Studies, Forecasting, Model Evaluation, Probability, Linear Algebra
Mixed · Course · 1 - 3 Months

Skills you'll gain: GitHub, Git (Version Control System), Version Control, Software Versioning, Continuous Integration, Collaborative Software, Code Review, Command-Line Interface, Issue Tracking, Debugging
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Visual Design, Design, Layout Design, Design Elements And Principles, Typography, Design Software, Design Reviews, Design Strategies, Color Theory, Adobe Photoshop, Peer Review, Creativity
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Neurology, Physiology, Anatomy, Cell Biology, Psychology, Pathology, Molecular Biology
Advanced · Course · 3 - 6 Months

Skills you'll gain: Data Storytelling, Data Wrangling, Exploratory Data Analysis, IBM Cognos Analytics, Statistical Analysis, Data Visualization, Data Collection, Dashboard, Data Cleansing, Data Analysis, Data Manipulation, Web Scraping, Presentations, Statistics, Pandas (Python Package), Matplotlib
Advanced · Course · 1 - 3 Months

Skills you'll gain: Unit Testing, Bash (Scripting Language), Test Automation, Operating Systems, Scripting, Unix, Development Testing, Software Testing, Linux, Command-Line Interface, File Systems, Python Programming, File Management, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Integrity, Data Quality, Data Maintenance, System Monitoring, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, General Mathematics, Advanced Mathematics, Applied Mathematics, Geometry, Regression Analysis
Beginner · Course · 1 - 4 Weeks

Niel Asher Education
Skills you'll gain: Exercise Therapy, Athletic Training, Manual Therapy, Physical Therapy, Health And Wellness Coaching, Physiology, Human Musculoskeletal System, Occupational Therapy, Pain Management, Coordination, Neurology, Science and Research, Planning
Intermediate · Course · 1 - 3 Months