Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Shanghai Jiao Tong University
Skills you'll gain: Language Learning, Language Competency, Vocabulary, Culture
★ 4.6 (24) · Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Market Trend, Real Time Data, Automation, Artificial Intelligence, Python Programming, Research Reports, Recurrent Neural Networks (RNNs), Applied Machine Learning, Risk Management
★ 4.4 (15) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Compensation Management, Talent Recruitment, Compensation Strategy, Human Resource Strategy, Human Resources Management and Planning, Employee Onboarding, Employee Engagement, Workforce Planning, Talent Acquisition, Training and Development, Human Resources, Training Programs, Employee Retention, Employee Training, Compensation Analysis, Recruitment, Workforce Management, Compensation and Benefits, Human Resources Information System (HRIS), Recruitment Strategies
Mixed · Course · 1 - 3 Months

Peking University
Skills you'll gain: Vocabulary, English Language, Literacy, Language Learning, Oral Comprehension
★ 4.7 (200) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Pivot Tables And Charts, Dashboard, Dashboard Creation, Microsoft Excel, Financial Modeling, Excel Macros, Data Presentation, Interactive Data Visualization, Data Import/Export, Spreadsheet Software, Data Modeling, Data Literacy, Forecasting, Workflow Management, Statistical Methods, Excel Formulas, Simulation and Simulation Software, Data Storytelling, Finance, Data Analysis
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Digital pedagogy, Education Software and Technology, Teaching, Graphic Design, Creativity
★ 4.4 (32) · Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Estimation, Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Mechanics, Calculus, Differential Equations, Engineering Analysis, Physical Science
★ 4.4 (108) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Email Marketing, Web Presence, Digital Marketing, Search Engine Optimization, Social Media Marketing, Marketing Strategies, Marketing Strategy and Techniques, Web Analytics and SEO, Social Media Strategy, Digital Analysis, Performance marketing, Web Content, E-Commerce, Marketing, Digital Marketing Campaigns, Content Creation, Driving engagement, Target Audience, Content Management, B2B Sales
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Financial Analysis, Portfolio Risk, Credit Risk, Financial Statement Analysis, Financial Statements, Portfolio Management, Investment Management, Risk Management, Project Finance, Business Risk Management, Financial Services, Risk Analysis, Finance, Balance Sheet, Financial Systems, Investments, Banking, Financial Planning, Market Liquidity, Continuous Monitoring
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization Software, Tableau Software, Data Visualization, Statistical Visualization, Interactive Data Visualization, Data Storytelling, Geospatial Information and Technology, Data Presentation, Data Analysis, Geospatial Mapping, Graphing, Color Theory, Advanced Analytics, Data Integration, Business Analytics, Marketing Analytics, Analytics, Forecasting
★ 4.6 (14) · Beginner · Specialization · 1 - 3 Months

Rice University
Skills you'll gain: Conflict Management, Professional Networking, Smart Goals, Team Motivation, Employee Coaching, Creative Problem-Solving, Motivational Skills, Team Management, Team Performance Management, Prioritization, Stress Management, Meeting Facilitation, Relationship Management, Goal Setting, Time Management, Creative Thinking, Relationship Building, Communication Strategies, Creativity, Communication
★ 4.7 (1.2K) · Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Safety and Security, Machine Learning, Model Evaluation, Ethical Standards And Conduct, Data Quality, Data Validation
★ 4.4 (32) · Intermediate · Specialization · 3 - 6 Months