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.

KodeKloud
Skills you'll gain: Docker (Software), Containerization, Kubernetes, Linux Commands, CI/CD, DevOps, YAML, Command-Line Interface, Data Storage, Computer Networking
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Governance, Law, Regulation, and Compliance, Business Ethics, Compliance Management, Ethical Standards And Conduct, Accountability, Corporate Strategy, Accounting, Stakeholder Management, Business, Auditing, Decision Making, Financial Management
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Scripting, Python Programming, Test Case, Application Programming Interface (API), Application Development, Machine Learning, Software Engineering
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Adobe Express, Adobe Firefly, Adobe Acrobat, Content Creation, Digital Publishing, Storytelling, AI Workflows, Responsible AI, Content Strategy, digital literacy, Content Management, Visual Design, Automation
Intermediate · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Personal Care, Positivity, Self-Motivation, Personal Development, Productivity, Time Management, Self-Awareness, Health And Wellness Coaching, Mental Concentration, Nutrition and Diet, Goal Setting, Behavioral Management, Behavioral Health, Adaptability
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Probability, Applied Machine Learning, Jupyter, Regression Analysis, Statistical Programming, Predictive Modeling, Statistical Analysis, Model Evaluation, Probability Distribution, Data Science, Logistic Regression, Markov Model, Statistics, Statistical Methods, Simulations, Python Programming
Beginner · Specialization · 1 - 3 Months

Alex Genadinik
Skills you'll gain: Closing (Sales), Negotiation, Strategic Partnership, Contract Negotiation, Brand Awareness, Brand Strategy, Proposal Development, Business Development, Branding, Business Relationship Management, Brand Management, Relationship Building, Promotional Strategies, Relationship Management, Business Strategies, Growth Strategies
Mixed · Course · 1 - 4 Weeks

American Museum of Natural History
Skills you'll gain: Healthcare Ethics, Research, Education and Training, General Medicine, Teaching, Social Impact, Ethical Standards And Conduct, Biotechnology, Medical Privacy, Biology, Food and Beverage
Mixed · Course · 1 - 4 Weeks

University of Amsterdam
Skills you'll gain: Community Organizing, Systems Thinking, Advocacy, Transportation Operations, Change Management, Community Development, Sustainable Development, Innovation, Policy Analysis, Public Policies, Case Studies, Experimentation, Creativity
Beginner · Course · 1 - 3 Months

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, Process Optimization
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Compensation Analysis, Performance Review, Staff Management, Safety Training, Human Resources, Human Resource Management, Diversity and Inclusion, Performance Management, Human Resources Management and Planning, Recruitment, Human Resource Policies, Compensation and Benefits, Supervision, Job Analysis, New Hire Orientations
Beginner · Course · 1 - 4 Weeks

Lund University
Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Technologies, Sustainability Standards, Policy Development, Environmental Policy, Environmental Science, Climate Change Programs, Innovation, Environment and Resource Management, Natural Resource Management, Mathematical Modeling, Governance, Geospatial Information and Technology
Beginner · Course · 1 - 3 Months