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 Washington
Skills you'll gain: Responsive Web Design, Web Design, HTML and CSS, User Experience Design, Cascading Style Sheets (CSS), Usability, Web Content Accessibility Guidelines, User Experience, Javascript, Front-End Web Development, Systems Development Life Cycle, Hypertext Markup Language (HTML), Mockups, GitHub
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Project Finance, Working Capital, Financial Modeling, Construction Management, Financial Analysis, Financial Statement Analysis, Cash Flows, Business Valuation, Cash Management, Cash Flow Forecasting, Financial Statements, Finance, Financial Forecasting, Case Studies, Capital Budgeting, Capital Expenditure, Analysis, Project Schedules, Operating Expense, Decision Making
Mixed · Course · 1 - 3 Months
Skills you'll gain: Dashboard Creation, System Monitoring, Incident Response, Technical Communication, Incident Management, Event Monitoring, Application Performance Management, Cloud Applications, Interactive Data Visualization, Continuous Monitoring, Anomaly Detection, Data Integration, Query Languages, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Minitab, Data Analysis, Statistical Analysis, Probability & Statistics, Microsoft Excel, Descriptive Analytics, Correlation Analysis, Data Analysis Software, Statistical Methods, Statistical Software
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cyber Security Policies, Remote Access Systems, Security Management, Computer Security Incident Management, Data Security, Law, Regulation, and Compliance, Cybersecurity, Security Controls, Vulnerability Management, Computer Security Awareness Training, Incident Response, Security Software, Incident Management, End User Training and Support, Human Factors (Security), Security Awareness, General Data Protection Regulation (GDPR), Information Privacy, Human Factors
Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Data Visualization, Matplotlib, Plot (Graphics), Web Scraping, Scientific Visualization, Data Processing, Data Collection, Social Sciences, Social Impact, Data Analysis, Data Ethics, File I/O, Research, Programming Principles, Program Development, Social Justice, Python Programming, Computer Programming, Data Manipulation, Research Reports
Beginner · Course · 3 - 6 Months
Yonsei University
Skills you'll gain: Capital Budgeting, Financial Statement Analysis, Business Valuation, Financial Statements, Strategic Decision-Making, Financial Analysis, Entrepreneurial Finance, Financial Data, Decision Intelligence, Financial Forecasting, Financial Modeling, Market Analysis, Cash Flows, Cash Flow Forecasting, Business Research, Balance Sheet
★ 4.2 (6) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Product Management, A/B Testing, Analytics, Value Propositions, User Experience, Data Analysis, Product Improvement, Customer Analysis, Conversion Funnel Analysis, User Research, Customer experience improvement, Performance Metric, Customer Insights, Driving engagement, Data-Driven Decision-Making, Customer Retention, Customer Engagement, Drive Engagement
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Decision Making, Driving engagement, Experience Design, Behavioral Economics, Human Factors, Interaction Design, UI/UX Strategy, User Experience, Persona (User Experience), Research and Design, User Centered Design, User Experience Design, Psychology, Experimentation, Design Strategies, Trustworthiness, Motivational Skills, Behavioral Management, Product Management, Digital Marketing
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Grant Writing, Sample Size Determination, Biostatistics, Medical Science and Research, Statistical Analysis, Data Analysis, Clinical Research, Statistical Methods, Analysis, Science and Research, Quantitative Research, Data Collection, Statistical Modeling
★ 5 (12) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Deep Learning, Generative AI, Tensorflow, Amazon Web Services, Keras (Neural Network Library), Artificial Intelligence, Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Model Training, Cloud-Based Integration, Cloud Deployment, Application Deployment
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Accounting, Technical Accounting, Cash Flows, Financial Reporting, Specialized Accounting, Financial Statement Analysis, Financial Statements, Generally Accepted Accounting Principles (GAAP), Accounting, Equities, Benefits Administration, Income Statement, Income Tax, Compensation Management, Compensation and Benefits
★ 4.7 (121) · Intermediate · Course · 1 - 3 Months