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.

American Museum of Natural History
Skills you'll gain: Precision Medicine, Healthcare Ethics, Education and Training, General Science and Research, Teaching, Life Sciences, Social Impact, Ethical Standards And Conduct, Biotechnology, Intellectual Property, Medical Privacy, Biology, Environmental Issue, Food and Beverage
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Command-Line Interface, Linux, Unix Shell, Scripting, File I/O
Intermediate · Guided Project · Less Than 2 Hours

LearnQuest
Skills you'll gain: Apache Maven, Build Tools, Software Development Tools, Version Control, Software Versioning, Software Configuration Management, Systems Development Life Cycle, Package and Software Management, Apache, Dependency Analysis, Change Control
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Electronic Components, Electronic Systems, Electronics, Programming Principles, Electronic Hardware, Hardware Design, Display Devices, Robotics, Data Persistence, Computer Programming Tools, Integrated Development Environments, Computer Programming, Embedded Systems, Development Environment, Automation Engineering, Simulation and Simulation Software, Digital Communications, Data Storage
Beginner · Course · 3 - 6 Months

Macquarie University
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Interactive Data Visualization, Productivity Software, Microsoft 365, Data Management, Dashboard, Pivot Tables And Charts, Microsoft Copilot, Business Analytics, Data Analysis, digital literacy, Generative AI, Analysis
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, Cloud Deployment, PyTorch (Machine Learning Library), Applied Machine Learning, Model Training, Natural Language Processing, Model Optimization, DevOps, Amazon Web Services, Machine Learning
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Software Design, System Design and Implementation, System Programming, Systems Analysis, Embedded Systems, Requirements Analysis, Unix, Operating Systems, Verification And Validation, Real Time Data, Performance Tuning, Performance Testing, System Monitoring, Computer Vision, Image Analysis
Advanced · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: AI literacy, Legal Technology, Responsible AI, AI Enablement, Artificial Intelligence, Critical Thinking, Legal Risk, AI powered creativity, Generative AI, Creativity, Communication
Beginner · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Prompt Engineering, Responsible AI, LLM Application, Large Language Modeling, Human Resources, AI Enablement, Information Privacy, Human Resource Policies, Governance, AI Integrations, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Talent Acquisition, Compliance Management, Diversity and Inclusion
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Load Balancing, ASP.NET, Test Driven Development (TDD), Debugging, C# (Programming Language), Software Testing, Scalability, Performance Testing, Restful API, Unit Testing, Web Development, Microservices, .NET Framework, Object-Relational Mapping, Software Architecture, Web Applications, Test Engineering, Object Oriented Design, Cloud Deployment, Distributed Computing
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Information Architecture, Writing, Document Management, Automation, AI Workflows, Software Development, Hypertext Markup Language (HTML), Agile Software Development, Graphic and Visual Design, Interactive Design, Project Management Software, Generative AI
Beginner · Course · 1 - 3 Months

Skills you'll gain: Negotiation, Value Propositions, Communication Strategies, Communication, Strategic Communication, Compensation Strategy, Proposal Development, Compensation Management, Professionalism, Overcoming Objections, Compensation and Benefits, Marketing Psychology, Job Evaluation, Influencing, Overcoming Obstacles, Professional Networking, Benchmarking, Personal Development
Mixed · Course · 1 - 4 Weeks