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Explore the Machine Design 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
University of Washington
Skills you'll gain: Regression Analysis, Applied Machine Learning, Feature Engineering, Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Bayesian Statistics, Statistical Modeling, Deep Learning, Data Mining, Computer Vision, Statistical Machine Learning, Text Mining, Machine Learning Algorithms, Big Data, Statistical Inference, Dimensionality Reduction
- 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
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
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Machine Learning Methods, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling, Python Programming
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
Skills you'll gain: UI/UX Research, Design Thinking, User Research, User Experience Design, User Centered Design, Usability, Persona (User Experience), Web Content Accessibility Guidelines, Prototyping, Wireframing, Sprint Planning
University of Alberta
Skills you'll gain: Software Architecture, Model View Controller, Unified Modeling Language, Object Oriented Design, Service Oriented Architecture, API Design, Systems Architecture, Web Services, Software Design Patterns, Software Design, Simple Object Access Protocol (SOAP), Microservices, Restful API, Software Visualization, Code Review, Solution Architecture, Software Systems, Object Oriented Programming (OOP), Java, Software Development
Skills you'll gain: Supervised Learning, Feature Engineering, Jupyter, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Python Programming, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Machine Learning, Dimensionality Reduction, Classification And Regression Tree (CART), Matplotlib, Regression Analysis, Random Forest Algorithm, Statistical Modeling, Data Manipulation
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Dimensionality Reduction, Data Cleansing, Applied Machine Learning, Data Access, Regression Analysis, Data Analysis, Machine Learning, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Probability & Statistics, Jupyter, Predictive Modeling
California Institute of the Arts
Skills you'll gain: Prototyping, Conceptual Design, Storytelling, Software Design Documents, Ideation, Visualization (Computer Graphics), Design, Virtual Environment, Computer Graphic Techniques, Technical Design, Computer Graphics, Storyboarding, Usability Testing, User Story, Graphic and Visual Design, Multimedia, Mockups, Content Creation, Aesthetics, Design Research
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Unit Testing, Data Ethics, Application Deployment, Data Manipulation, Exploratory Data Analysis, Containerization, Data Pipelines, CI/CD, Software Testing, Data Import/Export, Amazon Web Services, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Rust (Programming Language)
Machine Design learners also search
In summary, here are 10 of our most popular machine design courses
- Interaction Design: University of California San Diego
- Machine Learning: University of Washington
- Google Project Management:: Google
- Design Fundamentals: Adobe
- Mathematics for Machine Learning: Imperial College London
- Deep Learning: DeepLearning.AI
- Foundations of User Experience (UX) Design: Google
- Software Design and Architecture: University of Alberta
- Machine Learning with Python: IBM
- IBM Introduction to Machine Learning: IBM