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.

University of Maryland, College Park
Skills you'll gain: Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Paid media, Search Engine Marketing, Web Analytics and SEO, Digital Marketing, Data-Driven Decision-Making, Digital Marketing Tools, A/B Testing, Data Analysis, AI Personalization, Contextual Advertising, Big Data, Customer Analysis, Customer Data Management, Machine Learning
★ 4.7 (9) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Azure Active Directory, Microsoft Azure, Platform As A Service (PaaS), Cloud Applications, Cloud Development, Cloud Deployment, Active Directory, Cloud Services, Identity and Access Management, Application Development, Application Deployment, Authentications, Data Integration, Data Storage Technologies, Cloud Storage, Debugging, File Transfer Protocol (FTP)
★ 4.7 (18) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Application Programming Interface (API), Scalability, Database Design, Performance Tuning, Text Mining, System Configuration, Geospatial Information and Technology, Document Management
★ 5 (17) · Mixed · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Sports Medicine, Immunology, Preventative Care, Exercise Science, Exercise Therapy, Public Health and Disease Prevention, Mindfulness, Public Health, Meditation & Breathwork, Stress Management, Cultural Diversity, Infectious Diseases, Microbiology, Mental Health Therapies
★ 4.5 (104) · Beginner · Course · 1 - 3 Months

MongoDB Inc.
Skills you'll gain: Data Transformation, MongoDB, Data Manipulation, Data Processing, Data Integration, NoSQL, Data Migration, Data Analysis, Query Languages, Data Preprocessing, Data Pipelines, Unstructured Data, Network Analysis
★ 4.4 (66) · Intermediate · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Public Speaking, Oral Expression, Persuasive Communication, Lecturing, Verbal Communication Skills, Communication, Peer Review, Constructive Feedback, Communication Strategies, Stress Management, Organizational Skills, Planning, Leadership and Management, Human Learning
★ 4.7 (318) · Beginner · Course · 1 - 3 Months

Skills you'll gain: OpenAI API, Fine-tuning, OpenAI, Large Language Modeling, Generative AI, ChatGPT, Prompt Engineering, Generative Model Architectures, LLM Application, Token Optimization, File Management, Embeddings, Classification Algorithms, Application Development, Model Training, Python Programming
★ 3.7 (23) · Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Deep Learning, Machine Learning Methods, Predictive Analytics, FinTech, Applied Machine Learning, Data-Driven Decision-Making, Predictive Modeling, Machine Learning, Digital Transformation, Machine Learning Algorithms, Financial Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Artificial Intelligence, Artificial Neural Networks, Model Optimization, Data Science
★ 4.7 (24) · Beginner · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Marketing Budgets, Peer Review, Key Performance Indicators (KPIs), Social Media Marketing, Strategic Marketing, Marketing, Marketing Strategies, Budgeting, Marketing Effectiveness, Social Media, Social Media Strategy, Marketing Planning, Performance Measurement, Business Planning, Cross-Channel Marketing, Target Market, Program Evaluation, Customer Engagement, Planning
★ 4.9 (372) · Mixed · Course · 1 - 3 Months

Yonsei University
Skills you'll gain: Peer Review, Innovation, Promotional Strategies, Ideation, Global Marketing, Marketing, Product Promotion, Company, Product, and Service Knowledge, Strategic Marketing, Competitive Analysis, Promotions and Campaigns, Business Strategies, Benchmarking, Product Management, New Business Development, Brand Strategy, Growth Strategies, Corporate Strategy, Case Studies, Branding
★ 4.7 (78) · Intermediate · Course · 1 - 3 Months

Rutgers the State University of New Jersey
Skills you'll gain: Political Sciences, Social Justice, Social Sciences, Public Policies, Liberal Arts, Governance, Economics, Ethical Standards And Conduct
★ 4.7 (369) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Policy, Financial Systems, Banking, Financial Market, Bank Regulations, Financial Regulation, Capital Markets, Market Liquidity, Economics, Loans, Economics, Policy, and Social Studies, Credit Risk, General Lending, Crisis Management, Crisis Intervention
★ 4.7 (119) · Intermediate · Course · 1 - 4 Weeks