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.

Skills you'll gain: Generative Model Architectures, Generative AI, Large Language Modeling, Vision Transformer (ViT), Artificial Neural Networks, Deep Learning, Recurrent Neural Networks (RNNs), Natural Language Processing
★ 3.7 (6) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Team Performance Management, Management Training And Development, Team Management, Team Leadership, Leadership and Management, Organizational Leadership, Leadership, Leadership Development, Adaptability, People Management, Performance Management, Professional Development, Staff Management, Employee Engagement, Self-Awareness
★ 4.8 (133) · Intermediate · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Dashboard Creation, Spreadsheet Software, Microsoft Excel
★ 4.6 (174) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Risk Management Framework, Financial Regulation, Financial Systems, Regulatory Compliance, Commercial Banking, Regulatory Requirements, Program Implementation
★ 4.7 (23) · Mixed · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Market Research, Market Analysis, Peer Review, Case Studies, Marketing Planning, Marketing Management, Marketing Strategies, Strategic Marketing, Marketing, Hospitality Management, Consumer Behaviour, Marketing Strategy and Techniques, Marketing Effectiveness, Plan Execution, Target Market, Competitive Analysis, Value Propositions, Business
★ 4.7 (121) · Beginner · Course · 1 - 3 Months

Fred Hutchinson Cancer Center
Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Technical Support, Version Control, Document Management, Technical Documentation, Typography
★ 4.3 (143) · Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Overcoming Obstacles, Analytical Skills, Problem Solving, Positivity, Learning Strategies, Creativity, Self-Motivation
★ 4.9 (1.1K) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Electronic Systems, Electronic Hardware, Electronics, Hardware Design, Electronics Engineering, Electrical and Computer Engineering, Microarchitecture, Electrical Engineering, Computer Architecture, Schematic Diagrams, Semiconductors, Electronic Components, Diagram Design, Low Voltage, Simulation and Simulation Software, Computational Logic, Verification And Validation, Software Installation
★ 4.5 (39) · Intermediate · Course · 1 - 4 Weeks

Digital Marketing Institute
Skills you'll gain: LinkedIn, Content Performance Analysis, Campaign Management, Social Media Campaigns, Social Media Marketing, Digital Media Strategy, Online Advertising, Social Media, Digital Advertising, Social Media Content, Marketing, B2B Sales, Social Media Management, Professional Networking, Digital Marketing Campaigns, Advertising Campaigns, Social Media Strategy, Business Marketing, Marketing Analytics, Video Production
★ 4.4 (102) · Beginner · Course · 1 - 4 Weeks

University of Cape Town
Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Water Resources, Water Sustainability, Sustainable Development, Environmental Policy, Hydrology, Water Resource Management, Land Management, Community Development, Climate Change Mitigation, Environmental Issue, Environment, Natural Resource Management, Environment and Resource Management, Socioeconomics, Economic Development, Vulnerability, Governance
★ 4.8 (125) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Risking, Generative Model Architectures, AI Security, OpenAI, AI Product Strategy, Investment Management, Data Ethics, Technology Strategies, Asset Management, Investments, Portfolio Management, Market Data, Business Ethics, Customer experience improvement, Operational Efficiency
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Google Analytics, Ad Hoc Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
★ 4.5 (170) · Intermediate · Guided Project · Less Than 2 Hours