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.

Skills you'll gain: Data Storage, OSI Models, General Networking, Wireless Networks, Data Storage Technologies, Local Area Networks, Networking Hardware, Computer Networking, Network Architecture, Network Infrastructure, TCP/IP, Performance Tuning, Network Protocols, Microsoft Windows, Network Troubleshooting, Network Security, Wide Area Networks, Command-Line Interface
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Land Management, Risk Management, Real Estate, Legal Risk, Water Resource Management, Balance Sheet, Food and Beverage, Supply Chain, Environmental Social And Corporate Governance (ESG), Investments, Commercial Real Estate, Property and Real Estate, Food Quality Assurance And Control, Risk Mitigation, Business Risk Management, Transportation, Supply Chain, and Logistics, Supply Chain Systems, Asset Management, Financial Analysis, Consumer Behaviour
Intermediate · Specialization · 3 - 6 Months

Yonsei University
Skills you'll gain: Sustainable Development, Environmental Issue, Community Development, Socioeconomics, Environmental Policy, Sustainability Standards, Economics, Policy, and Social Studies, International Relations, Social Justice, Strategic Partnership, Climate Change Adaptation, Climate Change Mitigation, Empowerment, Governance, Innovation
Beginner · Course · 1 - 3 Months

UNSW Sydney (The University of New South Wales)
Skills you'll gain: Concision, Technical Writing, Requirements Management, Requirements Analysis, Business Requirements, Functional Requirement, Writing, User Requirements Documents, System Requirements, Product Requirements, Proofreading, Editing, Grammar, Style Guides, Verification And Validation, Systems Engineering
Mixed · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Closing (Sales), Sales Process, Sales Presentation, Technical Sales, Sales, Sales Development, Sales Management, Sales Strategy, Solution Sales Engineering, Prospecting and Qualification, Emerging Technologies, Outside Sales, Inside Sales, Needs Assessment, Consultative Approaches, Negotiation, Overcoming Objections, Cloud Computing, Cybersecurity
Beginner · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Business Ethics, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Development, Governance, Corporate Strategy, Ethical Standards And Conduct, Business Strategies, Supply Chain, Organizational Structure
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Statistical Modeling, Statistical Methods, Statistical Inference, Regression Analysis, Data Analysis, R Programming, Probability, Predictive Modeling, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Pre-Clinical Development, Drug Interaction, Clinical Trials, Pharmacology, Drug Development, Pharmaceuticals, Patient Safety, Clinical Research, Competitive Intelligence, Safety Standards, Laboratory Testing, Biochemical Assays, Medication Administration, Pharmacotherapy, Pharmaceutical Terminology, Safety Assurance, Biotechnology, Biochemistry, Laboratory Research, Chemistry
Intermediate · Specialization · 3 - 6 Months

ESSEC Business School
Skills you'll gain: Business Modeling, Market Research, Business Planning, Entrepreneurship, Sustainable Business, Key Performance Indicators (KPIs), Marketing, Performance Measurement, Target Market, Customer Analysis, Stakeholder Analysis, Business Development, Needs Assessment, Social Work, Target Audience, Product Marketing, Entrepreneurial Finance, Governance, Financial Forecasting
Mixed · Course · 1 - 4 Weeks

Case Western Reserve University
Skills you'll gain: Nutrition and Diet, Meal Planning And Preparation, Nutrition Education, Goal Setting, Self-Discipline, Health And Wellness Coaching, Stress Management, Overcoming Obstacles, Smart Goals, Behavior Management, Exercise Science, Self-Awareness, Mindfulness
Beginner · Course · 1 - 3 Months

University of Science and Technology of China
Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Problem Solving, Innovation, Adult Education, Lifelong Learning, Productivity, Workflow Management, Resourcefulness, Collaboration, Process Mapping, Quick Learning, Learning Strategies, Open Mindset, Operational Efficiency, Adaptability, Personal Development, Willingness To Learn, Self-Awareness
Beginner · Specialization · 3 - 6 Months

Universidad Nacional de Colombia
Skills you'll gain: Multimedia, Learning Styles, Writing, Writing and Editing, Style Guides
Beginner · Course · 1 - 3 Months