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Explore the Design of Experiments Course Catalog
University of California San Diego
Skills you'll gain: Design Research, Interaction Design, User Experience Design, Statistical Analysis, Usability, User Research, Graphic and Visual Design, User Interface (UI) Design, Experimentation, Prototyping, Human Centered Design, Usability Testing, User Centered Design, Mockups, Design, Storyboarding, Human Computer Interaction, Human Factors, Telecommuting, Distributed Computing
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Jupyter, Applied Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Artificial Intelligence, Python Programming
- Status: New AI skills
Google
Skills you'll gain: Storyboarding, Wireframing, UI/UX Research, Responsive Web Design, User Experience Design, Design Thinking, User Research, Information Architecture, Figma (Design Software), Usability Testing, User Story, Web Design, Design Reviews, Usability, Presentations, Design Research, Persona (User Experience), Ideation, User Centered Design, Mockups
- Status: New AI skills
Skills you'll gain: Quality Management, Scope Management, Project Scoping, Project Closure, Project Management, Project Management Life Cycle, Project Planning, Continuous Improvement Process, Process Improvement, Project Controls, Team Leadership, Quality Monitoring, Project Documentation, Communication Planning, Project Risk Management, Project Schedules, Change Management, Milestones (Project Management), Organizational Structure, Data Storytelling
DeepLearning.AI
Skills you'll gain: Computer Vision, Deep Learning, Image Analysis, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Supervised Learning, Keras (Neural Network Library), Artificial Intelligence, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Debugging, Performance Tuning, Machine Learning Methods, Python Programming, Data-Driven Decision-Making, Text Mining, Network Architecture
The State University of New York
Skills you'll gain: Basic Electrical Systems, Electronic Systems, Equipment Design, Design Specifications, System Requirements, Engineering Calculations, Spatial Analysis, Estimation, Physics, Technical Standard
- Status: Free
Georgia Institute of Technology
Skills you'll gain: Failure Analysis, Mechanical Design, Mechanical Engineering, Structural Analysis, Engineering, Engineering Analysis, Engineering Design Process, Engineering Calculations
Adobe
Skills you'll gain: Design, Design Elements And Principles, Typography, Graphic and Visual Design, Graphic Design, Web Content Accessibility Guidelines, Innovation, Color Theory, Creativity, Logo Design, Content Creation, Branding, Design Strategies
University of Michigan
Skills you'll gain: Multimedia, Persona (User Experience), Learning Theory, Program Evaluation, Instructional Design, Web Content Accessibility Guidelines, Instructional and Curriculum Design, Educational Materials, Course Development, Experience Design, Design, Professional Development, Disabilities, Brainstorming, Consultative Approaches, Motivational Skills, Communication, Design Elements And Principles, Lifelong Learning, Content Creation
University of Pennsylvania
Skills you'll gain: Risk Modeling, Financial Statements, Probability Distribution, Mathematical Modeling, Statistical Modeling, Portfolio Management, Regression Analysis, Business Modeling, Financial Modeling, Strategic Decision-Making, Data Presentation, Risk Management, Decision Making, Data Visualization, Microsoft PowerPoint, Predictive Modeling, Investment Management, Data-Driven Decision-Making, Spreadsheet Software, Google Sheets
- Status: AI skills
Skills you'll gain: Data Storytelling, Dashboard, Data Visualization Software, Plotly, Data Presentation, Data Wrangling, Data Visualization, SQL, Generative AI, Interactive Data Visualization, Exploratory Data Analysis, Data Cleansing, Big Data, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, Pandas (Python Package), Excel Formulas, Professional Networking
Skills you'll gain: Cybersecurity, Security Controls, Cyber Attacks, Information Systems Security Assessment Framework (ISSAF), Security Strategy, Security Awareness, Cyber Risk, Security Information and Event Management (SIEM), Information Assurance, Data Ethics, Network Analysis, Personally Identifiable Information
In summary, here are 10 of our most popular design of experiments courses
- Interaction Design: University of California San Diego
- Machine Learning: DeepLearning.AI
- Google UX Design: Google
- Google Project Management:: Google
- Deep Learning: DeepLearning.AI
- Solar Energy System Design: The State University of New York
- Machine Design Part I: Georgia Institute of Technology
- Design Fundamentals: Adobe
- An Introduction to Learning Experience Design (LXD): University of Michigan
- Business and Financial Modeling: University of Pennsylvania