Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

University of Amsterdam
Skills you'll gain: Epidemiology, Infection Control, Infectious Diseases, Bloodborne Pathogens, Public Health and Disease Prevention, Public Health, Pathology, Patient Treatment, Immunology, Drug Development, Community Health, Clinical Trials, Diagnostic Tests, Pharmacology, Microbiology, Personal protective equipment, Clinical Assessment
Mixed · Course · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Statistical Machine Learning, Object Oriented Design, Machine Learning Methods, Plot (Graphics), Data Visualization, Seaborn, Flask (Web Framework), Web Development, Computer Programming, Artificial Intelligence and Machine Learning (AI/ML), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Back-End Web Development, Pandas (Python Package), Probability & Statistics, Application Development, Data Manipulation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Team Collaboration, Teamwork, Team Building, Conflict Management, Collaboration, Team Management, Team Leadership, Team Motivation, Relationship Building, Cooperation, Drive Engagement, Emotional Intelligence, Professionalism, Leadership, Diversity and Inclusion, Productivity, Motivational Skills, Constructive Feedback, Diversity Awareness, Trustworthiness
Beginner · Course · 1 - 4 Weeks

STARWEAVER
Skills you'll gain: Internet Of Things, Electronic Hardware, Hardware Design, Energy and Utilities, Embedded Software, Sustainable Technologies, System Design and Implementation, Electronic Components, Sustainable Design, Industrial Engineering, AI Integrations, Emerging Technologies, Network Planning And Design, Sustainable Systems, Electric Power Systems, Sustainable Development, Communication Systems, Scalability, Test Engineering, Prototyping
Beginner · Course · 1 - 4 Weeks

MathWorks
Skills you'll gain: Plot (Graphics), AI literacy, Generative AI, LLM Application, Scripting, User Interface (UI) Design, Matlab, User Interface and User Experience (UI/UX) Design, No-Code Development, Data Manipulation, Data Visualization Software, Interactive Data Visualization, UI Components, Mathematical Modeling, Data Visualization, Scientific Visualization, Data Storytelling, Data Analysis, Engineering Calculations, Programming Principles
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, LLM Application, AI literacy, Model Evaluation, Image Quality
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Dataflow, Digital Signal Processing, Distributed Computing, C++ (Programming Language), Program Development, Performance Tuning, Memory Management, Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Income Statement, Pharmaceuticals, Financial Reporting, Financial Analysis, Financial Forecasting, Finance, Case Studies, Financial Modeling, Revenue Forecasting, Pharmaceutical Sales, Operational Analysis, Corporate Finance, Business Valuation, Cost Estimation, Cash Flow Forecasting, Performance Analysis, Investment Banking, Equities
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Probability Distribution, Probability
Build toward a degree
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Financial Statements, Financial Statement Analysis, Capital Budgeting, International Finance, Portfolio Management, Financial Analysis, Corporate Finance, Income Statement, Financial Modeling, Business Valuation, Balance Sheet, Behavioral Economics, Risk Management, Portfolio Risk, Financial Management, Corporate Strategy, Investment Management, Financial Market, Cash Flows, Forecasting
Beginner · Course · 3 - 6 Months
Skills you'll gain: Legal Technology, Legal Research, Responsible AI, Data Ethics, Generative AI, AI literacy, Workflow Management, Operational Efficiency, AI Workflows, AI Integrations, Automation, Data Security
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Value Propositions, Entrepreneurship, Market Research, User Research, Customer Insights, Customer Analysis, Competitive Analysis, Market Analysis, Ideation, Data-Driven Decision-Making, New Business Development, Sales Presentations, Stakeholder Engagement, Fundraising and Crowdsourcing, Entrepreneurial Finance, Presentations, Innovation, Business Modeling, Professional Networking, Strategic Partnership
Beginner · Course · 1 - 3 Months