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: AI Personalization, Generative AI, Responsible AI, Data Ethics, Education Software and Technology, ChatGPT, AI literacy, LLM Application, Digital pedagogy, Prompt Engineering, AI Workflows, AI Integrations, Ethical Standards And Conduct, Information Privacy, Emerging Technologies
ā 4.8 (32) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Program Evaluation, Formal Learning, Education and Training, Teaching, Survey Creation, Research Design, Instructional Design, Education Software and Technology, Qualitative Research, Statistical Analysis
ā 4.8 (148) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

Nanyang Technological University, Singapore
Skills you'll gain: Materials science, Design, Mathematics and Mathematical Modeling, Architectural Drawing, Creative Design
ā 3.7 (7) Ā· Beginner Ā· Course Ā· 1 - 3 Months

SkillUp
Skills you'll gain: Dashboard, Data Storytelling, Dashboard Creation, Data Presentation, Data Visualization Software, Tableau Software, Data Visualization, Plot (Graphics), Interactive Data Visualization, Real Time Data, Data Manipulation, Data Integration, Data Import/Export, Data Cleansing, Data Analysis
ā 4.6 (48) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

Macquarie University
Skills you'll gain: Business Ethics, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Development, Governance, Sustainability Standards, Ethical Standards And Conduct, Business Strategies, Supply Chain, Social Impact, Environmental Issue, Strategic Planning, Organizational Structure
ā 4.7 (470) Ā· Beginner Ā· Course Ā· 1 - 3 Months

Xbox
Skills you'll gain: User Story, Product Planning, User Interface (UI), Competitive Analysis, Product Roadmaps, User Interface and User Experience (UI/UX) Design, Stakeholder Management, Market Research, Product Management, User Interface (UI) Design, Usability, Design Thinking, User Experience Design, Stakeholder Engagement, AI Product Strategy, Mockups, Consumer Behaviour, Usability Testing, Product Strategy, Data Analysis
ā 4.7 (68) Ā· Beginner Ā· Professional Certificate Ā· 3 - 6 Months

University of Glasgow
Skills you'll gain: Wireless Networks, Emerging Technologies, Digital Communications, Communication Systems, Internet Of Things, Software-Defined Networking, Network Planning And Design, Distributed Computing, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Electronics Engineering, Zero Trust Network Access, AI Integrations, Information Technology, Machine Learning, Trustworthiness
ā 4.8 (8) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

Arizona State University
Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Data Analysis, Sustainability Reporting, Spreadsheet Software, Professional Development, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Environmental Policy, Vendor Contracts, Goal Setting, Business Writing, Project Management
ā 4.5 (101) Ā· Beginner Ā· Specialization Ā· 3 - 6 Months

Coursera
Skills you'll gain: Mockups, Figma (Design Software), User Interface (UI), Design
ā 4.4 (80) Ā· Beginner Ā· Guided Project Ā· Less Than 2 Hours

Skills you'll gain: Android Studio, Android Jetpack, Android Development, Mobile Development, Kotlin, Responsive Web Design, User Interface (UI), UI Components, User Interface (UI) Design, Cross Platform Development, Event-Driven Programming, Animations
ā 4.6 (156) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LLM Application, User Interface (UI), Embeddings, Large Language Modeling, UI Components, Performance Tuning
ā 4.7 (69) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Exploratory Data Analysis, Data Analysis, Anomaly Detection, Algorithms
ā 4.5 (11) Ā· Intermediate Ā· Course Ā· 1 - 3 Months