Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.
University of Colorado Boulder
Skills you'll gain: Google Ads, Online Advertising, Pay Per Click Advertising, Digital Advertising, Search Engine Marketing, Keyword Research, Search Engine Optimization, Advertising Campaigns, Advertising, Paid media, Web Analytics and SEO, Marketing Automation, Automation, Consumer Behaviour
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Request for Proposal, Presentations, Technical Communication, Persuasive Communication, Proposal Writing, Oral Expression, Proposal Development, Technical Writing, Intercultural Competence, Public Speaking, Verbal Communication Skills, Design Thinking, Communication, Teamwork, Communication Strategies, Concision, Communication Planning, Innovation, Professional Development, Target Audience
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Kotlin, Android Studio, Android Development, Unit Testing, Object Oriented Programming (OOP), Test Driven Development (TDD), Software Testing, Mobile Development, Application Development, Functional Design, Programming Principles
Intermediate · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Biology, Microbiology, Life Sciences, Molecular, Cellular, and Microbiology, Environment, Environmental Science, Infectious Diseases, Molecular Biology, Cell Biology, Taxonomy
Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Design Thinking, Innovation, Business Modeling, Creative Problem-Solving, Entrepreneurship, Corporate Strategy, Ideation, Lean Methodologies, Creative Thinking, New Product Development, Open Mindset, Cognitive flexibility, Business Architecture, Creativity, Storytelling, Team Management, Business Strategies, Organizational Strategy, Process Design, Organizational Development
Advanced · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, User Acceptance Testing (UAT), UI/UX Research, Human Computer Interaction, User Interface (UI) Design, Interaction Design, Acceptance Testing, Test Planning
Mixed · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Semiconductors, Electronics, Electronics Engineering, Electronic Components, Simulation and Simulation Software, Electrical Engineering, Simulations, Mathematical Modeling, Engineering Analysis, Model Evaluation, Engineering Calculations
Mixed · Course · 1 - 3 Months

Novartis
Skills you'll gain: Pre-Clinical Development, Clinical Trials, Pharmacology, Drug Development, Clinical Research, Pharmaceuticals, Competitive Intelligence, Medical Science and Research, Pharmaceutical Terminology, Safety Assurance, Biotechnology, Biochemistry
Intermediate · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: C (Programming Language), Programming Principles, Computer Programming, Data Structures, Computational Logic, Program Development, Memory Management
Mixed · Course · 1 - 3 Months

Skills you'll gain: Excel Macros, Forecasting, Microsoft Copilot, Dashboard Creation, Microsoft Excel, Predictive Modeling, Workflow Management, UI Components, Visual Basic (Programming Language), User Interface (UI), Automation, Debugging, Interactive Data Visualization, Scenario Testing, Programming Principles
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Network Architecture, Model Optimization, Artificial Neural Networks, Model Training, Network Planning And Design, Performance Testing, Deep Learning
Intermediate · Course · 1 - 4 Weeks