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.

National Academy of Sports Medicine
Skills you'll gain: Nutrition and Diet, Nutrition Education, Nutritional Assessment, Sports Medicine, Patient Education And Counseling, Clinical Nutrition, Exercise Science, Scientific Methods, Health Assessment, Health And Wellness Coaching, Health Promotion, Athletic Training, Regulatory Compliance, Preventative Care, General Science and Research, Psychology, Life Sciences, Biotechnology
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, Data Manipulation, Programming Principles, Computer Programming, Software Installation, Development Environment, Jupyter, Integrated Development Environments
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Concision, Grant Writing, Sample Size Determination, Grant Applications, Proposal Writing, Biostatistics, Writing, Clinical Research Ethics, Editing, Statistical Analysis, Healthcare Ethics, Data Analysis, Clinical Research, Statistical Methods, Statistical Reporting, Medical Science and Research, Research Design, Literacy, Planning, Science and Research
Intermediate · Specialization · 3 - 6 Months

The University of Sydney
Skills you'll gain: Editing, Public Speaking, Proofreading, Research, Writing, Communication, English Language, Professionalism, Ethical Standards And Conduct, Critical Thinking, Collaboration
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Survey Creation, Interviewing Skills, Research Design, Data Collection, Qualitative Research, Research, Research Methodologies, Quantitative Research
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Kubernetes, Google Cloud Platform, Application Deployment, Cloud Infrastructure, Unix Shell, Prompt Engineering, Generative AI, Cloud Computing Architecture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Operating Systems, Hardware Troubleshooting, Desktop Support, Network Troubleshooting, Network Security, Computer Hardware, Network Support, System Support, Microsoft Windows, Systems Administration, Networking Hardware, Mac OS, Technical Support, System Configuration, Technical Support and Services, Operating System Administration, Network Infrastructure, Data Storage, Command-Line Interface, Peripheral Devices
Intermediate · Specialization · 3 - 6 Months

University of Toronto
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Machine Learning Algorithms, Python Programming, Linear Algebra
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Network Planning And Design, Prompt Engineering Tools, Virtual Private Networks (VPN), Generative AI Agents, General Networking, Network Engineering, Network Infrastructure, Network Architecture
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
Intermediate · Course · 1 - 4 Weeks

California Institute of the Arts
Skills you'll gain: Game Design, Conceptual Design, Animation and Game Design, Virtual Environment, Art History, Visualization (Computer Graphics), Design Strategies, Aesthetics, Design Research, Creativity
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Clinical Documentation, Responsible AI, Healthcare Ethics, Medical History Documentation, Data Ethics, Generative AI Agents, Clinical Informatics, Health Informatics, Medical Privacy, System Implementation
Intermediate · Course · 1 - 4 Weeks