Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

HubSpot Academy
Skills you'll gain: Prospecting and Qualification, Lead Generation, Consumer Behaviour, Sales Enablement, Sales Training, Sales Management, Sales Development, Service Level Agreement, Sales Strategy, Sales Process, Sales, Customer Acquisition Management, Accountability Frameworks, Business Marketing, Service Management, Customer Insights, Business Strategy, Customer Engagement, Customer experience strategy (CX), Customer Retention
★ 4.8 (123) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Community Health, Community Development, Public Health, Social Determinants Of Health, Community Organizing, Health Promotion, Health Equity, Public Health and Disease Prevention, Health Disparities, Community Outreach, Community and Social Work, Economics, Policy, and Social Studies, Political Sciences, Driving engagement, Cultural Diversity, Case Studies
★ 4.7 (177) · Mixed · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Mobile Development, Application Development, Python Programming, Internet Of Things, Digital Signal Processing, Embedded Software, Development Environment
★ 4.7 (310) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, Product Lifecycle Management, Quality Assurance and Control, Product Quality (QA/QC), Quality Assurance, Product Planning, Product Management, Release Management, Sales Strategy, New Product Development, Quality Monitoring, Performance Analysis, Product Development, Technical Product Management, Promotional Strategies, Performance Measurement, Responsible AI, Marketing Planning, Product Improvement, Product Marketing
★ 4.5 (57) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Marketing Design, Social Media Marketing, Social Media Content, Marketing Materials, Social Media Campaigns, Event Marketing, Marketing, Content Creation, Social Media, Branding, Promotional Materials, Loyalty Programs, Advertising, Creative Design, Product Promotion, Design, Brand Loyalty, Customer Engagement
★ 4.7 (223) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis Software, Predictive Modeling, Statistical Software, Analytics, Statistical Modeling, Descriptive Analytics, Predictive Analytics, Data-Driven Decision-Making, Statistical Reporting, Statistical Methods, Statistical Inference
★ 4.7 (15) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: OpenAI API, SQL, ChatGPT, Prompt Engineering, OpenAI, Pandas (Python Package), Query Languages, Natural Language Processing, Generative AI, Data Import/Export, Data Manipulation, Databases, Data Wrangling, Python Programming, Large Language Modeling, Machine Learning, Software Engineering
★ 4.4 (7) · Intermediate · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: File I/O, Memory Management, Maintainability, C (Programming Language), Software Engineering, System Programming, Systems Development Life Cycle, Software Development, Simulations, Command-Line Interface, Collaborative Software
★ 4.3 (180) · Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Infant Care, Postpartum Care, Child Health, Maternal Health, Child Development, Injury Prevention, Nutrition and Diet, Safety Standards, Accident Prevention, Patient Education And Counseling, Caregiving, Family Support, Stress Management
★ 4.8 (229) · Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Environmental Science, Environmental Issue, Environment, Environment and Resource Management, Social Justice, Culture, Natural Resource Management, International Relations, Sustainable Development, Life Sciences, Anthropology, World History, Environmental Policy, Liberal Arts, Ethical Standards And Conduct, Cultural Diversity, Climate Change Mitigation
★ 4.8 (65) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Document Management, Intranet, Collaborative Software, Team Management, File Management, Content Management
★ 4 (73) · Beginner · Guided Project · Less Than 2 Hours

University of Colorado System
Skills you'll gain: Cryptography, Brute-force attacks, Cryptographic Protocols, Encryption, Key Management, Cybersecurity, Computer Security, Information Assurance, Theoretical Computer Science, Threat Modeling, Communication Systems
★ 4.5 (550) · Intermediate · Course · 1 - 4 Weeks