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 California, Davis
Skills you'll gain: Data Visualization, Data Synthesis, Data Presentation, Data Storytelling, Business Research, Presentations, Storytelling, Research Reports, Marketing Communications, Social Media Campaigns, Market Research, Marketing Effectiveness, Data-Driven Decision-Making, Social Media Marketing, Advertising, Customer Insights, Data Analysis, Target Audience, Digital Advertising, Digital Marketing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: File I/O, Code Reusability, File Systems, Command-Line Interface, Python Programming, Package and Software Management, File Management, UI Components, Scripting, User Interface (UI), Graphical Tools, Data Structures, Development Environment, Simulations
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Benchmarking, Process Capability, Risk Analysis, Quality Improvement, Process Improvement and Optimization, Process Analysis, Team Performance Management, Statistical Analysis, Continuous Improvement Process, Team Leadership, Team Management, Root Cause Analysis, Regression Analysis
Intermediate · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Instrumental Music, Multimedia, Performing Arts, Electronic Media, Liberal Arts, Creativity, Cultural Diversity
Beginner · Course · 1 - 3 Months
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Customer Retention, Mergers & Acquisitions, Business Strategy, Growth Strategies, Strategic Thinking, Corporate Strategy, Competitive Analysis, Product Strategy, E-Commerce, Market Dynamics, Market Opportunities, Consolidation, Market Analysis, Consumer Behaviour
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Proposal Development, Proposal Writing, Interpersonal Communications, Emotional Intelligence, Technical Communication, Empathy & Emotional Intelligence, Constructive Feedback, Technical Writing, Verbal Communication Skills, Leadership, Oral Expression, Team Collaboration, Empathy, Presentations, Social Skills, Rapport Building, Non-Verbal Communication, Business Writing, Stakeholder Analysis, Public Speaking
Build toward a degree
Beginner · Specialization · 1 - 3 Months

Edureka
Skills you'll gain: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Threat Modeling, Security Testing, Cybersecurity, MLOps (Machine Learning Operations), Security Strategy, DevSecOps, Identity and Access Management, Cloud Security, Vulnerability Assessments, Hardening, Threat Detection, Artificial Intelligence, Model Deployment, Penetration Testing, Machine Learning, Anomaly Detection
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Intercultural Competence, Stakeholder Engagement, Stakeholder Communications, User Story, Empathy & Emotional Intelligence, Stakeholder Management, Persuasive Communication, Target Audience, Non-Verbal Communication, Communication Planning, Influencing, Professional Development, Strategic Communication, Leadership, Data Management, Data Integrity, Negotiation, Rapport Building, Data Presentation, Product Requirements
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Penetration Testing, Record Keeping, Vulnerability Scanning, Security Testing, Data Management, Cloud Management, Threat Management, Cyber Security Assessment, Records Management, Cloud Computing Architecture, Authentications, Firewall, Cyber Attacks, Cybersecurity, Cyber Threat Intelligence, Authorization (Computing), Generative Adversarial Networks (GANs), Active Directory, Data Ethics, AI Security
Beginner · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Talent Recruitment, Interviewing Skills, Full Cycle Recruitment, Recruitment, Recruitment Strategies, Talent Acquisition, Human Resources Management and Planning, Human Resources, Talent Management, Human Resource Strategy, Executive Recruitment, Employee Onboarding, Workforce Planning, Employee Retention, Diversity and Inclusion, New Hire Orientations, Diversity Equity and Inclusion Initiatives, Job Analysis, Human Resources Information System (HRIS), Leadership
Beginner · Course · 1 - 4 Weeks

Fudan University
Skills you'll gain: Unity Engine, Game Design, Video Game Development, Intellectual Property, Mobile Development, Animation and Game Design, Android Development, Cloud Deployment, Conceptual Design, Application Deployment, User Interface (UI), Android (Operating System), C# (Programming Language), User Interface (UI) Design, 3D Assets, Prototyping, UI Components, Cross Platform Development, Design, Performance Tuning
Beginner · Specialization · 3 - 6 Months