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.

Johns Hopkins University
Skills you'll gain: Primary Care, Health Equity, Community Health, Health Policy, Public Health and Disease Prevention, Public Health, Health Education, Health Disparities, Health Promotion, Preventative Care, Social Determinants Of Health, Health Systems, Health Care, Community Development, Community and Social Work
Mixed · Course · 1 - 3 Months
Johns Hopkins University
Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Infection Control, Public Health and Disease Prevention, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling, Decision Intelligence, Decision Support Systems, Vulnerability
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: .NET Framework, Prometheus (Software), Cloud-Native Computing, Devops Tools, Site Reliability Engineering, Problem Management, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

Indian Institute of Science
Skills you'll gain: Biomedical Engineering, Medical Devices, Medical Equipment and Technology, Vital Signs, Engineering, Scientific, and Technical Instruments, Materials science, Health Technology, Analytical Testing, Laboratory Testing, Analytical Chemistry, Biochemistry, Diagnostic Tests, Molecular Biology, Sensory Systems Analysis, Electrophysiology, AI Personalization, Electocardiography, Neurology, Electronics, Oncology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Data Ethics, Large Language Modeling, Artificial Intelligence, AI literacy, Machine Learning, Artificial Neural Networks, Deep Learning, Model Training
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, AI Security, Generative AI Agents, Integrated Development Environments, Software Development Tools, Google Workspace, Software Development, Responsible AI, GitHub, Code Review, Application Deployment, AI Personalization, Generative AI, Software Engineering, Web Development, Artificial Intelligence, Design Software, Front-End Web Development, React.js, Javascript
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Brand Management, Brand Strategy, Branding, Marketing Analytics, Data-Driven Decision-Making, Sustainable Business, Governance, Stakeholder Engagement, Storytelling, Growth Strategies, Innovation, Communication
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Literacy, Time Management, Learning Strategies, Productivity, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Prioritization, Collaboration, Overcoming Obstacles, Resourcefulness, Adaptability
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Responsible AI, AI Enablement, Strategic Thinking, Prompt Patterns, Deepseek, Prompt Engineering Tools, Business Transformation, Digital Transformation, Business Strategy, Decision Intelligence, Strategic Marketing, Performance Measurement, Strategic Planning, Risking, Artificial Intelligence, Marketing, Web Analytics and SEO, Market Trend, Financial Modeling
Intermediate · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Statistical Software, Data Analysis, Statistical Programming, Logistic Regression, Probability & Statistics, Statistical Modeling, Predictive Modeling, Descriptive Statistics, Model Evaluation, Plot (Graphics), Public Health
Intermediate · Course · 1 - 4 Weeks

AI Business School
Skills you'll gain: Responsible AI, Generative AI, Prompt Engineering Tools, Risk Management, Generative AI Agents, AI literacy, HR Tech, Risk Analysis, Risk Mitigation, AI Enablement, Artificial Intelligence, Human Resources, Digital Transformation
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Model Optimization, Statistical Analysis, Statistical Methods
Intermediate · Course · 1 - 3 Months