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 Illinois Urbana-Champaign
Skills you'll gain: Business Valuation, Financial Statement Analysis, Financial Forecasting, Financial Statements, Financial Reporting, Financial Data, Forecasting, Financial Analysis, Financial Modeling, Cash Flow Forecasting, Analysis, Generally Accepted Accounting Principles (GAAP), Finance
Build toward a degree
Intermediate · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: ChatGPT, Prompt Patterns, Generative AI, Prompt Engineering, Email Automation, Project Documentation, LLM Application, Taking Meeting Minutes, Project Management, Calendar Management, Brainstorming, Meeting Facilitation, Plan Execution, Team Oriented, Team Collaboration, Document Control
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Presentation, Data Analysis
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Computer Interaction, Human Centered Design, Critical Thinking and Problem Solving, Creativity, User Centered Design, Creative Problem-Solving, Kinesiology, Sensory Systems Analysis, UI/UX Research, User Research, Decision Making, Display Devices, Human Learning, Exercise Science, Accident Prevention, Mitigation
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Social Media Analytics, Scientific Visualization, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Processing, Python Programming, Feature Engineering
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Project, Microsoft PowerPoint, Project Schedules, Microsoft Excel, Excel Macros, Microsoft Word, Presentations, Project Management Software, Animations, Project Controls, Excel Formulas, Project Performance, Resource Allocation, Oral Expression, Project Planning, Scheduling, Management Reporting, Spreadsheet Software, Microsoft Office, Technical Documentation
Beginner · Specialization · 3 - 6 Months
Madecraft
Skills you'll gain: Employee Engagement, Culture Transformation, Team Building, Organizational Development, Team Management, Collaboration, Leadership Development, Cross-Functional Collaboration, Organizational Change, Performance Management, Accountability, Employee Onboarding, People Management, Culture, Change Management, Workforce Development, Employee Retention, Constructive Feedback, Trustworthiness, Communication
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: HR Tech, Human Resources Software, Microsoft Copilot, Prompt Engineering, Human Resources, Human Resources Information System (HRIS), Human Resources Management and Planning, Human Resource Strategy, AI Enablement, Data Ethics, Workforce Planning, People Analytics, Microsoft 365, Human Resource Policies, AI Workflows, Compliance Training, Talent Management, Employee Engagement, Power BI, Performance Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Project Performance, Performance Metric, Project Scoping, Performance Measurement, Workflow Management, Planning, Slack (Software), Organizational Skills, Project Management, Project Planning, Performance Reporting, Productivity, Project Management Software, Performance Analysis, Process Design, Scope Management, Goal Setting, Team Collaboration, Communication, Data Integration
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Verification And Validation, Front-End Web Development
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Microsoft Excel, Analytical Skills, Dashboard Creation, Excel Formulas, Spreadsheet Software, Dashboard, Data Analysis, IBM Cognos Analytics, Pivot Tables And Charts, Data Analysis Software, Analysis, Data Visualization Software, Data Cleansing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cryptography, Data Security, Encryption, Authorization (Computing), General Data Protection Regulation (GDPR), Cryptographic Protocols, Public Key Infrastructure, Authentications, Key Management, Identity and Access Management, Web Development, Application Security, Web Applications, Data Integrity, Multi-Factor Authentication, Security Strategy
Beginner · Course · 1 - 4 Weeks