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.

Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Adobe Firefly, Prompt Engineering, Adobe Illustrator, Visualization (Computer Graphics), Style Guides, Adobe Photoshop, Graphic and Visual Design, Generative AI, Storytelling, Creativity
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Blockchain, Business Leadership, FinTech, Strategic Leadership, Leadership, Business Transformation, Emerging Technologies, Business, Health Technology, Regulatory Compliance, Business Planning, Legal Risk, Supply Chain Management, Compliance Management, Payment Systems, Cloud Computing, Cryptography, Distributed Computing, Cloud Computing Architecture, Artificial Intelligence
Intermediate · Course · 3 - 6 Months

University of Minnesota
Skills you'll gain: Clinical Leadership, Nursing Administration, Nursing Management, Leadership, Nursing, Health Informatics, Informatics, Health Care, Innovation, General Networking
Beginner · Course · 1 - 3 Months

Skillshare
Skills you'll gain: Storyboarding, Animations, Storytelling, Motion Graphics, Multimedia, Musical Composition, Adobe After Effects, Photo/Video Production and Technology, Video Editing, Apple software proficiency, Timelines, Layout Design, Color Theory, Design
Beginner · Specialization · 1 - 3 Months

AI CERTs
Skills you'll gain: Blockchain, Business Leadership, Technology Strategies, Law, Regulation, and Compliance, Leadership, Strategic Leadership, Regulatory Compliance, FinTech, Digital Assets, Payment Systems, Emerging Technologies, Investments, Distributed Computing, Cryptography, Cryptographic Protocols, Business Analysis, Encryption, Transaction Processing, Software Development, Market Dynamics
Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Financial Accounting, Corporate Finance, Business Metrics, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Finance, Return On Investment, Accounting and Finance Software, Product Management, Presentations, Cash Flows
Beginner · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Social Impact, Sustainable Business, Return On Investment, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Strategic Leadership, Business Strategies, Business Leadership, Case Studies, Decision Making, Community Development, Business Ethics, Entrepreneurship, Investments
Mixed · Course · 1 - 4 Weeks
Northeastern University
Skills you'll gain: Quality Assessment, Value-Based Care, Program Evaluation, Healthcare Industry Knowledge, Health Systems, Health Informatics, Change Management, Decision Support Systems, Health Care, AI Enablement, Process Mapping, Care Management, Patient Safety, Quality Improvement, Health Technology, Patient-centered Care, Business Intelligence, Business Analytics, Health Policy, Medicaid
Beginner · Specialization · 3 - 6 Months

Fractal Analytics
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Data Ethics, AI Security, Management Consulting, Artificial Intelligence, Business Consulting, Consulting, Technical Consulting, AI Enablement, Microsoft Copilot, Quality Assurance, Market Research, Large Language Modeling, Data-Driven Decision-Making, Automation, Technical Communication, Critical Thinking, Problem Solving
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Vulnerability Scanning, Penetration Testing, MITRE ATT&CK Framework, Metasploit, Vulnerability Assessments, Security Testing, Open Web Application Security Project (OWASP), Exploitation techniques, Brute-force attacks, Virtual Machines, Software Documentation, Technical Documentation, Microsoft Windows, Windows PowerShell, Linux Commands, Scripting, Remote Access Systems
Intermediate · Course · 3 - 6 Months

The University of Sydney
Skills you'll gain: Critical Thinking, Analytical Skills, Writing, Research, Higher Education, Complex Problem Solving
Beginner · Course · 1 - 3 Months