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: Identity and Access Management, IT Security Architecture, Security Testing, Single Sign-On (SSO), Data Security, Contingency Planning, User Provisioning, Cryptography, Network Security, Application Security, Information Systems Security, Cryptographic Protocols, Asset Protection, Cloud Security, Computer Security Incident Management, Digital Assets, Public Key Cryptography Standards (PKCS), Incident Response, Risk Management Framework, Risk Management
Advanced · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Industrial and Organizational Psychology, Job Analysis, Talent Management, Leadership and Management, Management Training And Development, Team Leadership, Organizational Leadership, Leadership Studies, Performance Analysis, Staff Management, Performance Review, Diversity Equity and Inclusion Initiatives, Leadership, People Development, Human Resource Management, Human Resource Strategy, Performance Appraisal, Human Resources, Team Motivation, Human Resources Management and Planning
Beginner · Course · 1 - 3 Months

Peking University
Skills you'll gain: Business Planning, Team Building, Business Modeling, Entrepreneurship, Entrepreneurial Finance, Fundraising and Crowdsourcing, Marketing Strategies, Team Management, Talent Management, Legal Risk, Business Valuation, Proposal Development, Commercial Laws, Initiative and Leadership, Strategic Thinking, Innovation, Business Leadership, Market Analysis
Mixed · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Immunology, Infectious Diseases, Molecular, Cellular, and Microbiology, Public Health and Disease Prevention, Molecular Biology, Epidemiology, Microbiology, Life Sciences, Public Health, Medical Science and Research, Biotechnology, Drug Development, Pathology, Climate Change Programs, Pharmaceuticals, Cell Cultures, Preventative Care, Cell Biology, Laboratory Testing, Biology
Intermediate · Specialization · 3 - 6 Months

LearnKartS
Skills you'll gain: Apache Kafka, Live Streaming, Performance Metric, Event-Driven Programming, Transaction Processing, Scala Programming, Event Monitoring, Network Troubleshooting, Network Architecture
Beginner · Specialization · 1 - 3 Months

Erasmus University Rotterdam
Skills you'll gain: Econometrics, Data Collection, Regression Analysis, Statistical Methods, Survey Creation, Data Compilation, Quantitative Research, Data Wrangling, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Probability Distribution
Beginner · Course · 1 - 3 Months

Fundação Lemann
Skills you'll gain: Collaborative Software, Google Workspace, Education Software and Technology, Digital pedagogy, Learning Management Systems, Gmail, Educational Materials, Collaboration, Document Management, Data Sharing, Content Management Systems, Cloud Storage, Spreadsheet Software
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Virtual Reality, Unreal Engine, 3D Assets, Virtual Environment, Unity Engine, Cross Platform Development, Application Development, Prototyping, Interaction Design, Web Development Tools
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Solution Design, Project Design, Project Scoping, Technical Documentation, System Implementation, Project Management, Technology Solutions, Project Implementation, Program Implementation, Project Closure, Project Coordination, Technical Consulting, Solution Delivery, Stakeholder Analysis, Requirements Analysis, Journey Mapping, Customer Engagement, Test Planning, Customer Analysis, Business Transformation
Beginner · Course · 1 - 3 Months
The University of Edinburgh
Skills you'll gain: Liberal Arts, Scientific Methods
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Biological Engineering, Markov Model, Molecular Biology, Biotechnology, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Process Engineering, Engineering Design Process, Systems Design, Simulations, Biochemistry, Molecular, Cellular, and Microbiology, Life Sciences, Failure Analysis, Electrical and Computer Engineering, Differential Equations, Process Modeling, Design Specifications, Cell Biology
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Vulnerability Management, Cybersecurity, Cyber Attacks, Cyber Security Policies, Security Management, Vulnerability Assessments, Cyber Security Strategy, Network Security, Threat Management, Security Controls, Firewall, Virtual Private Networks (VPN), Intrusion Detection and Prevention, Human Factors (Security)
Beginner · Course · 1 - 3 Months