Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Board Infinity
Skills you'll gain: Software Development Life Cycle, Quality Assurance, Functional Testing
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Disaster Recovery, Security Management, IT Management, System Monitoring, Cyber Security Policies, Enterprise Security, Security Strategy, Systems Administration, Operating System Administration, Security Controls, Patch Management, Continuous Monitoring, Information Systems Security, Unix
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Credit Risk, Financial Statements, Lending and Underwriting, Commercial Lending, Bank Regulations, Financial Analysis, General Lending, Banking, Risking, Portfolio Risk, Banking Services, Commercial Banking, Loans, Loan Origination, Loan Documentation, Regulatory Compliance, Portfolio Management, Financial Regulation, Working Capital
Beginner · Specialization · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Structural Analysis, Construction, Structural Engineering, Architecture and Construction, Civil and Architectural Engineering, Civil Engineering, Materials science, Engineering Analysis, Engineering Calculations, Mechanics, Applied Mathematics
Beginner · Course · 1 - 3 Months

University at Buffalo
Skills you'll gain: Governance, Peer Review, Strategic Planning, Performance Measurement, Performance Review, Organizational Strategy, Strategic Leadership, Performance Management, Organizational Effectiveness, Performance Analysis, Resource Management, Governance Risk Management and Compliance, Fundraising, Resource Allocation, Case Studies, Leadership, Team Leadership, Analysis, Risk Management, Due Diligence
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning
Intermediate · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Energy and Utilities, Oil and Gas, Petroleum Industry, Environmental Issue, Electrical Power, Environmental Science, Economics, Environment and Resource Management, Sustainable Technologies, Plant Operations and Management, Economics, Policy, and Social Studies, Radiation Protection, Sustainable Engineering, Physics, Natural Resource Management, Behavioral Economics, Climate Change Mitigation, Emerging Technologies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Cloud-Native Computing, OpenShift, Containerization, Docker (Software), Cloud Applications, Cloud Development, Application Deployment, Cloud Deployment, Cloud Platforms, Cloud Computing, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Liberal Arts, Research, Psychology, Investigation, Writing, European History
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Budgeting, Data Visualization, Google Sheets, Productivity Software, Budget Management, Spreadsheet Software, Presentations, User Accounts, Data Sharing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Extensible Markup Language (XML), Ajax, Extensible Languages and XML, Web Design and Development, Java Platform Enterprise Edition (J2EE), jQuery, Cascading Style Sheets (CSS), Data Validation, Web Applications, Scripting Languages, Javascript and jQuery, Web Development, Hypertext Markup Language (HTML), Middleware, Model View Controller, Web Services, Interoperability, Java, Computer Graphic Techniques, Scalability
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Credit Risk, Banking, Lending and Underwriting, Portfolio Risk, Bank Regulations, Commercial Lending, Risk Management, Risk Modeling, Risk Management Framework, Risk Mitigation, Financial Services, Risk Analysis, Investment Banking, Portfolio Management, Financial Analysis, Financial Statement Analysis, Business
Mixed · Course · 1 - 4 Weeks