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.

University of Michigan
Skills you'll gain: Goal Setting, Personal Development, Self-Awareness, Goal-Oriented, Behavioral Health, Habit Formation, Action Oriented, Human Development, Liberal Arts, Prioritization, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mobile Development, Generative AI, Application Development, AI literacy, Test Automation, User Interface (UI), Responsible AI, Performance Tuning, Data Ethics, Automation, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: NumPy, Database Application, Database Software, Integrated Development Environments, Computer Networking, Database Management, Real Time Data, Application Development, Data Analysis, Analysis, Data Science, Package and Software Management, Design
Mixed · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Creativity, Communication, Innovation, Creative Thinking, Personal Development, Interpersonal Communications, Curiosity, Productivity, Lifelong Learning, Time Management, Courage, Self-Awareness, Open Mindset, Independent Thinking, Leadership Development, Leadership, Growth Mindedness, People Development, Change Management, Growth Strategies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Organizational Skills, Prioritization, Project Management Software, Workflow Management, Productivity Software, Project Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, ChatGPT, Patient Communication, Large Language Modeling, Generative AI, Token Optimization, AI literacy, LLM Application, Health Technology, Artificial Intelligence, Natural Language Processing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Data Import/Export, Dashboard, Data Modeling, Spreadsheet Software, Dashboard Creation, Statistical Methods, Business Analytics, Business Intelligence, Statistical Analysis, Statistics, Data Analysis, Excel Formulas, Interactive Data Visualization, Data Processing, Data Manipulation, Data Preprocessing, Exploratory Data Analysis, Relationship Building
Mixed · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Design Thinking, Design Strategies, Strategic Thinking, Innovation, New Product Development, Business Modeling, Product Design, Service Design, Product Development, Business Strategy, Strategic Communication, Market Research, Corporate Strategy, Case Studies, User Research, User Feedback, Product Testing, Customer Insights
Intermediate · Course · 1 - 3 Months

Skills you'll gain: User Interface (UI), Simulation and Simulation Software, Verification And Validation, Electronics, Simulations, Electronic Components, Technical Design, Design Software, Diagram Design, Test Tools, Debugging, Graphical Tools, Design, Computer-Aided Design
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Windows PowerShell, Scripting, Systems Administration, IT Automation, Scripting Languages, Automation, Application Development, Debugging, Integrated Development Environments, Development Testing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Case Studies, Emerging Technologies, Technology Strategies, Digital Transformation, Business Transformation, AI Security, Business Solutions, AI Enablement, Business Technologies, AI Integrations, Internet Of Things, Information Systems Security, Wireless Networks, Cybersecurity, Operational Efficiency, Telecommunications, Data Security, Artificial Intelligence, Information Privacy
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Request For Quotation (RFQ), Data-Driven Decision-Making, Procurement, Spreadsheet Software, Purchasing, Strategic Sourcing, Cost Control, Cost Accounting, Cost Management, Cost Benefit Analysis, Cost Estimation, Bidding, Price Negotiation, Supplier Management, Operating Cost, Data Visualization, Decision Making, Compliance Management, Smart Goals, Customer Success Management
Beginner · Course · 1 - 4 Weeks