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.

University of Colorado System
Skills you'll gain: Requirements Analysis, User Requirements Documents, Systems Development Life Cycle, Software Development Methodologies, Requirements Elicitation, Agile Methodology, Software Documentation, Software Design Documents, Security Requirements Analysis, System Requirements, Software Development Life Cycle, Agile Software Development, Waterfall Methodology
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Patient Communication, Patient Evaluation, Emergency Medical Services, Basic Patient Care, Treatment Planning, Care Management, Emergency Medicine, Patient Education and Support, Clinical Assessment
Beginner · Course · 1 - 4 Weeks

Creo Incubator
Skills you'll gain: Stress Management, Crisis Management, Resilience, Leadership and Management, Dealing With Ambiguity, Physiology, Leadership Studies, Biology, Health Assessment, Psychology, Decision Making, Entrepreneurship, Organizational Structure, Psychological Evaluations, Industrial and Organizational Psychology
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Threat Detection, Anomaly Detection, AI Security, Computer Security Incident Management, Scripting, Incident Management, Scripting Languages, AI Enablement, AI Integrations, Network Analysis, Network Monitoring, Automation, Machine Learning Algorithms
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: API Design, API Gateway, Restful API, Application Programming Interface (API), Test Automation, Postman API Platform, Data Mapping, Application Deployment, Scripting, Cloud Deployment, Salesforce, Robotic Process Automation, Business Process Automation, Software Testing, Data Integration, Cloud API, API Testing, Architectural Design, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 3 - 6 Months

Minnesota State University, Mankato
Skills you'll gain: Leadership and Management, Leadership Development, Team Management, Leadership, Team Leadership, Initiative and Leadership, Organizational Development, Professional Development, Communication Strategies, Professionalism, Strategic Leadership, Verbal Communication Skills, Conflict Management, Communication, Behavior Management, Performance Analysis, Business Management, Trustworthiness, Adaptability, Problem Solving
Beginner · Specialization · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Grant Writing, Public Speaking, Proposal Writing, Verbal Communication Skills, Critical Thinking, Communication, Writing, Persuasive Communication, Communication Strategies, Research Reports
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Proposal Development, Proposal Writing, Technical Writing, Stakeholder Analysis, Technical Communication, Concision, Business Writing, Report Writing, Persuasive Communication, Stakeholder Communications, Writing, Technical Documentation, Engineering Management, Writing and Editing, Stakeholder Engagement, Management Reporting, Business Correspondence, Business Communication, Strategic Communication
Build toward a degree
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Model Training, Python Programming
Build toward a degree
Intermediate · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Composure, Stress Management, Resilience, Personal Development, Meditation & Breathwork, Team Performance Management, Cognitive flexibility, Management Training And Development, People Management, Recognizing Others, Staff Management, Team Management, Mental Concentration, Productivity, Adaptability, Organizational Skills, Prioritization, Positivity
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Hardware, Application Specific Integrated Circuits, Embedded Systems, Electronics Engineering, Electronic Systems, Electrical and Computer Engineering, Microarchitecture, Schematic Diagrams, Technical Design, Hardware Architecture, System Design and Implementation, Design Software, Verification And Validation, Simulation and Simulation Software, Digital Design, Development Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Data Transformation
Intermediate · Course · 1 - 4 Weeks