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.

American Psychological Association
Skills you'll gain: Self-Awareness, Self-Discipline, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Culture, Emotional Intelligence, Cultural Diversity, Behavior Management, Decision Making, Goal Setting, Motivational Skills, Social Studies, Sociology, Social Sciences, Interpersonal Communications, Decision Intelligence, Research
★ 4.7 (55) · Beginner · Specialization · 3 - 6 Months

Universidad de Palermo
Skills you'll gain: Hospitality, Hospitality Services, Hospitality Management, Climate Change Adaptation, Market Dynamics, Climate Change Programs, Cultural Responsiveness, Hospitality and Food Services, Sustainable Business, Digital Transformation, Hotels and Accommodations, Sustainable Development, Hotel And Restaurant Management, Travel Arrangements, Cultural Sensitivity, Sustainable Systems, Environmental Issue, Hotel Operations, Food Services, Culture
★ 4.4 (68) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Architectural Design, Visualization (Computer Graphics), Computer Graphic Techniques, Layout Design
Beginner · Course · 1 - 4 Weeks
University of Virginia
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Creative Problem-Solving, Ideation, Creative Thinking, Thought Leadership, Personal Attributes, Curiosity, Strategic Thinking, Cognitive flexibility, Overcoming Obstacles, Creativity, Collaboration, Empathy, Adaptability
★ 4.7 (69) · Beginner · Course · 1 - 4 Weeks

Yonsei University
Skills you'll gain: Wireless Networks, Telecommunications, Mobile Development, Apple iOS, Display Devices, Business Planning, iOS Development, Product Planning, Android (Operating System), Company, Product, and Service Knowledge, Communication Systems, Business Strategy, Business Strategies, Network Analysis, Network Performance Management, Emerging Technologies, Operating Systems, Knowledge of Apple Hardware, System Software, Market Intelligence
★ 4.7 (488) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Node.JS, API Gateway, MySQL, Restful API, MongoDB, OAuth, Microservices, NoSQL, Object-Relational Mapping, Application Programming Interface (API), Database Design, Relational Databases, Unit Testing, SQL, Cloud Deployment, Databases, MySQL Workbench, Data Persistence, Server Side, Javascript
★ 3.6 (115) · Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Lesson Planning, Peer Review, Editing, Student-Centred Learning, Teaching, Writing, Writing and Editing, Instructional Strategies, Course Development, Literacy, Student Engagement, Storytelling, Empowerment, Growth Mindedness, Mentorship, Case Studies, Constructive Feedback, Persuasive Communication, Creativity, Critical Thinking
★ 4.5 (60) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Cloud-Based Integration, Transact-SQL, Data Integration, Cloud Storage, File Management
★ 4.6 (98) · Intermediate · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Cybersecurity, Cyber Security Strategy, Cyber Governance, Cyber Risk, Security Strategy, Cyber Security Policies, Computer Security Awareness Training, Security Management, Security Awareness, Information Privacy, Infrastructure Security, Risk Management, Risk Management Framework, Dependency Analysis
★ 4.8 (52) · Beginner · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: International Relations, Economic Development, International Finance, World History, Fiscal Management, Economics, Financial Systems, Tax, Socioeconomics, Economics, Policy, and Social Studies, Governance, Policty Analysis, Research, and Development, Payment Systems, Banking, Growth Strategies, Resource Allocation
★ 4.8 (204) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Statistical Methods, Data Analysis, R Programming, Python Programming
★ 3.9 (25) · Beginner · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: People Analytics, HR Tech, Applied Machine Learning, Deep Learning, Digital Transformation, Machine Learning Methods, Machine Learning, Human Resources, Artificial Neural Networks, Machine Learning Algorithms, Artificial Intelligence, Data-Driven Decision-Making
★ 4.7 (24) · Beginner · Course · 1 - 4 Weeks