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.

Duke University
Skills you'll gain: Digital Transformation, Agile Product Development, Market Trend, Business Transformation, Operational Efficiency, Strategic Thinking, Customer Insights, Customer experience strategy (CX), Innovation, Market Opportunities, Business Strategy, Customer Engagement, Technology Strategies, New Product Development, Business Modeling, Competitive Intelligence, Organizational Change, Customer experience improvement, Competitive Analysis, Customer Analysis
★ 4.6 (111) · Intermediate · Specialization · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Data-Driven Marketing, Personalized Campaigns, Prompt Engineering Tools, Prompt Patterns, Marketing Automation, Marketing Operations, AI Personalization, Marketing Effectiveness, Content Marketing, Campaign Planning, Social Media Campaigns, Content Performance Analysis, Marketing Strategies, Agentic Workflows, Marketing Analytics, Customer Relationship Management (CRM) Software, Customer Relationship Management, Data-Driven Decision-Making, Driving engagement
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Content Creation, Web Content, Generative AI, Content Optimization, Search Engine Marketing
Beginner · Course · 1 - 4 Weeks

Indian Institute of Science
Skills you'll gain: Biomedical Engineering, Medical Devices, Medical Equipment and Technology, Vital Signs, Engineering, Scientific, and Technical Instruments, Materials science, Health Technology, Analytical Testing, Laboratory Testing, Analytical Chemistry, Biochemistry, Diagnostic Tests, Molecular Biology, Sensory Systems Analysis, Electrophysiology, AI Personalization, Electocardiography, Neurology, Electronics, Oncology
★ 4.7 (12) · Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data Literacy, Data Storytelling, Scientific Visualization, Visualization (Computer Graphics), Data Presentation, Data Visualization, Cinematography, Data Visualization Software, Spatial Data Analysis, Computer Graphics, Graphics Software, 3D Modeling, Post-Production, Color Theory
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft SQL Servers, SQL, Database Development, Database Software, Database Design, Database Theory, Stored Procedure, Databases, Relational Databases, Transact-SQL, Database Systems, Database Architecture and Administration, Query Languages, Data Integrity, Microsoft Development Tools, Scripting, Authentications, User Accounts
★ 4.9 (7) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Employee Onboarding, Talent Recruitment, Talent Acquisition, Recruitment Strategies, Workforce Planning, Full Cycle Recruitment, Recruitment, New Hire Orientations, Talent Pipelining, Employee Performance Management, Talent Management, Performance Review, Workforce Development, Workforce Management, People Analytics, Job Analysis, Human Resource Strategy, Performance Metric, Human Resources, Human Resources Information System (HRIS)
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Model Training, Model Deployment, Model Optimization, Data Preprocessing, Performance Analysis, Machine Learning Methods, Data Pipelines, Analysis, Data Transformation, Technical Writing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Keyword Research, Copywriting, Search Engine Optimization, Content Strategy, Content Optimization, Web Content, Web Analytics and SEO, Blogs, Content Management, Content Creation, Writing and Editing, Writing, Content Marketing, Editing, Driving engagement
★ 4.6 (8) · Beginner · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Data-Driven Marketing, Email Marketing, Email Automation, Marketing Analytics, Campaign Management, Marketing Automation, Target Audience, Marketing Strategies, Performance Analysis, Digital Marketing Tools, Digital Marketing, Web Presence, Customer Engagement, Web Content, Cross-Channel Marketing, Account Management, Dashboard, Configuration Management
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Redis, Data Store, Scalability, Data Maintenance
Beginner · Project · Less Than 2 Hours
Skills you'll gain: Portfolio Management, Responsible AI, Data Ethics, Asset Management, Portfolio Risk, AI Enablement, Investment Management, Generative AI, AI Personalization, Prompt Patterns, Financial Services, ChatGPT, AI Integrations, Risk Management, Risk Analysis, Risk Appetite, LLM Application, Continuous Monitoring, Real Time Data, Correlation Analysis
★ 3.9 (7) · Intermediate · Course · 1 - 4 Weeks