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.

Kennesaw State University
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Google Gemini, Anthropic Claude, LLM Application, ChatGPT, Digital pedagogy, digital literacy
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Intellectual Property, Entrepreneurship, Business Strategy, Innovation, Regulation and Legal Compliance, Legal Strategy, Legal Risk, Commercialization, Branding, Competitive Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Content Performance Analysis, Data-Driven Decision-Making, Analytics, Performance Reporting, Driving engagement, Key Performance Indicators (KPIs), Performance Metric, Customer Insights, AI Personalization, Performance Analysis
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Serverless Computing, Data Migration, Data Lakes, Apache Hadoop, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, Data Infrastructure, AI Personalization, Advanced Analytics, AI Enablement, Scalability, Data Integration, Data Integrity, Data Processing
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Systems Analysis, AI Workflows, Business Analysis, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, Software Architecture, Consulting, Systems Thinking, Responsible AI, Machine Learning, Business Communication, Context Management, Project Documentation, Stakeholder Communications, Technical Consulting
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: AI Product Strategy, Agile Product Development, Product Management, Generative AI, Responsible AI, AI Personalization, Product Lifecycle Management, Ideation, Data Ethics, Product Automation, Market Analysis, Prototyping, Market Research
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Debugging, Numerical Analysis, Data Import/Export, Microsoft Excel, Problem Solving, Programming Principles, Data Analysis Expressions (DAX), Simulations, Code Review, Spreadsheet Software, UI Components, User Interface (UI), Computer Programming, File I/O, Mathematical Modeling, Automation, Algorithms, Data Validation
Beginner · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Virtual Teams, Conflict Management, Telecommuting, Trustworthiness, Interpersonal Communications, Team Leadership, Collaboration, Collaborative Software, Leadership, Team Building, Productivity, Social Skills, Rapport Building, Communication, Leadership Development, Relationship Building, Team Performance Management, People Management, Meeting Facilitation, Constructive Feedback
Beginner · Specialization · 1 - 3 Months
Duke University
Skills you'll gain: Data Storytelling, Database Design, MySQL, Relational Databases, SQL, Data Visualization, Business Analytics, Business Metrics, Data Visualization Software, Analytics, Tableau Software, Business Process Improvement, Dashboard, Predictive Modeling, Histogram, Data Analysis, Microsoft Excel, Business Analysis, Big Data, Business Communication
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Gemini, Cloud Applications, API Gateway, Kubernetes, Google Cloud Platform, Containerization, Jenkins, Cloud Development, Google App Engine, Application Deployment, Docker (Software), CI/CD, Serverless Computing, Application Development, Cloud-Native Computing, Microservices, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
Intermediate · Professional Certificate · 3 - 6 Months

National Academy of Sports Medicine
Skills you'll gain: Nutrition and Diet, Nutrition Education, Nutritional Assessment, Sports Medicine, Exercise Science, Scientific Methods, Health Assessment, Patient Education And Counseling, Clinical Nutrition, Health And Wellness Coaching, Health Promotion, Athletic Training, Regulatory Compliance, Preventative Care, Food Quality Assurance And Control, Psychology, Medical Science and Research, Life Sciences
Beginner · Specialization · 1 - 3 Months

University of Colorado System
Skills you'll gain: Computer Security Awareness Training, Cybersecurity, Risk Management, Enterprise Security, Cyber Security Assessment, Vulnerability Assessments, Encryption, Data Security, Information Assurance, Authentications, Network Protocols
Build toward a degree
Beginner · Course · 1 - 3 Months