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.

Coursera
Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Linux Commands, Unix Commands, Scripting Languages, Command-Line Interface, Linux, File Management, Unix, File Systems, Systems Administration
Beginner · Guided Project · Less Than 2 Hours

University of Virginia
Skills you'll gain: Bioinformatics, Data Analysis Software, Scientific Visualization, Taxonomy, Data Import/Export
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Cloud-Native Computing, Prometheus (Software), Docker (Software), Data Persistence, Amazon Web Services, DevOps, Cloud Infrastructure, Scenario Testing, Cloud Computing, Role-Based Access Control (RBAC), Network Troubleshooting, Ubuntu, System Monitoring, Virtual Networking, Scalability, Infrastructure Architecture
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Bank Regulations, Commercial Lending, Banking Services, Payment Systems, Banking, Operational Risk, Financial Statements, Credit Risk, Commercial Banking, Regulatory Compliance, Risk Modeling, Financial Statement Analysis, Financial Systems, Risk Control, Compliance Management, Risk Management Framework, Lending and Underwriting, Derivatives, Futures Exchange, Portfolio Risk
Beginner · Specialization · 3 - 6 Months

École Polytechnique
Skills you'll gain: Energy and Utilities, Climate Change Mitigation, Electrical Power, Climate Change Programs, Hydrology, Electric Power Systems, Time Series Analysis and Forecasting, Water Resource Management, Predictive Modeling, Environment, Estimation, Hydraulics, Mathematical Modeling, Systems Of Measurement, Physical Science
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment
Intermediate · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Sports Medicine, Immunology, Preventative Care, Exercise Science, Exercise Therapy, Public Health and Disease Prevention, Mindfulness, Public Health, Meditation & Breathwork, Stress Management, Cultural Diversity, Infectious Diseases, Microbiology, Mental Health Therapies
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Infrastructure Security, Public Safety and National Security, Cybersecurity, Cyber Security Strategy, Security Management, Cyber Threat Intelligence, Cyber Attacks, Cyber Security Policies, Security Strategy, Threat Management, Computer Security, Policy Analysis, Research, and Development, World History, Dependency Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Restful API, Android Development, Kotlin, API Design, Android Studio, Application Programming Interface (API), Android Jetpack, Mobile Development, Database Application, Data Persistence, Database Management, Databases, JSON, Database Development, Web Applications, Back-End Web Development, SQL, Data Access, Relational Databases
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Financial Modeling, Community Development, Real Estate, Property and Real Estate, Feasibility Studies, Financial Analysis, Risk Management, Return On Investment, Risk Mitigation, Community Outreach, Project Finance, Due Diligence, Property Management, Project Risk Management, Project Management, Market Research
Beginner · Course · 1 - 3 Months

Instituto Tecnológico de Aeronáutica
Skills you'll gain: Model View Controller, Selenium (Software), Web Applications, Java, Java Programming, Data Access, Java Platform Enterprise Edition (J2EE), Agile Methodology, Web Development, Software Testing, Agile Software Development, Server Side, Software Design Patterns
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Energy and Utilities, Control Systems, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Network Model, Electrical Engineering, Engineering Analysis, Systems Analysis, Failure Analysis, Simulation and Simulation Software, Network Analysis, Numerical Analysis, Engineering Calculations, Mathematical Modeling, Simulations
Intermediate · Specialization · 1 - 3 Months