Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Duke University
Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux
Beginner · Guided Project · Less Than 2 Hours

Technion - Israel Institute of Technology
Skills you'll gain: Pain Management, Psychiatry, Patient Safety, Physiology, Pharmaceuticals, Substance Abuse, Pharmacology, Maternal Health, Pharmacotherapy, Ancient History, Oncology, Mental Health Diseases and Disorders, Law, Regulation, and Compliance, Biology, World History, Biochemistry
Beginner · Course · 1 - 3 Months

Skills you'll gain: Market Research, Business Research, Marketing Strategies, Market Analysis, Marketing Planning, Business Planning, Strategic Marketing, Research Reports, Business Analysis, Research Methodologies, Business Strategies, Business Strategy, Strategic Planning, Smart Goals, Growth Strategies, Project Design, Return On Investment, Interviewing Skills, Key Performance Indicators (KPIs), Report Writing
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Employee Coaching, Coaching, Employee Training, Employee Performance Management, Management Training And Development, Team Performance Management, Leadership Development, Leadership and Management, Leadership, Business Leadership, Team Motivation, Organizational Leadership, Mentorship, Initiative and Leadership, Strategic Leadership, Team Management, Teamwork, Cross-Functional Team Leadership, Communication, Business Communication
Mixed · Course · 1 - 3 Months

University of Cambridge
Skills you'll gain: AI literacy, Prompt Engineering Tools
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Storytelling, Gemini, Video Production, Email Automation, Photo/Video Production and Technology, Google Docs, Google Workspace, Video Editing, Visual Storytelling, Responsible AI, Proofreading, Prompt Engineering, Productivity Software, Gmail, Generative AI, Writing, Collaboration, Project Management, Business Communication
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Generative AI, AI Enablement, Compliance Management, AI Integrations, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Interactive Data Visualization, Data Storytelling, Data Presentation, Data Visualization, Business Intelligence, Dashboard Creation, Business Intelligence Software, Data-Driven Decision-Making, Customer Analysis, Data Modeling, Data Analysis, Data Integration, Advanced Analytics, Spatial Data Analysis, Exploratory Data Analysis, Statistical Analysis, Data Transformation, Decision Support Systems, Collaborative Software, Data Validation
Advanced · Specialization · 1 - 3 Months

SkillUp
Skills you'll gain: GitHub Copilot, Prompt Engineering, AI Workflows, AI Integrations, Generative AI, ChatGPT, Software Architecture, Code Review, AI literacy, Software Design, API Design, Debugging, Software Development, Application Development, AI Security, Database Design, Python Programming, Automation, Version Control, Java Programming
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Devops Tools, Kubernetes, DevOps, Google Cloud Platform, Generative AI, Build Tools, Development Environment, Infrastructure Architecture, Prompt Engineering
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Intellectual Property, Governance, Sales Presentations, Selling Techniques, Due Diligence, Business Valuation, Digital Media Strategy, Contract Negotiation, Market Analysis, Customer Analysis, Entrepreneurial Finance, Negotiation, Prospecting and Qualification, Social Media Campaigns, Ideation, Design Thinking, Social Media Strategy, New Business Development, Market Opportunities, Oral Expression
Intermediate · Specialization · 3 - 6 Months

Indian Institute of Science
Skills you'll gain: Engineering Documentation, Biomedical Technology, Biomedical Engineering, Medical Devices, Engineering, Scientific, and Technical Instruments, Medical Equipment and Technology, Electronics, Electronics Engineering, Vital Signs, Medical Equipment, Technical Documentation, Engineering Plans And Specifications, Electronic Hardware, Technical Communication, Semiconductors, Materials science, Health Technology, Analytical Testing, Electronic Systems, Systems Design
Beginner · Specialization · 3 - 6 Months