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Explore the Machine Design Course Catalog
University of Illinois Urbana-Champaign
Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Electronic Hardware, Systems Design, Computer Architecture, Electrical and Computer Engineering, Engineering Design Process, Semiconductors, Network Routing, Computational Logic, Data Structures, Algorithms, Linear Algebra, Applied Mathematics, Mathematical Modeling, Calculus
University of California San Diego
Skills you'll gain: Design Research, Interaction Design, User Experience Design, Statistical Analysis, Ideation, User Research, Graphic and Visual Design, User Interface (UI) Design, Experimentation, Prototyping, A/B Testing, Usability Testing, Human Centered Design, User Centered Design, Mockups, Design, Human Computer Interaction, Human Factors, Telecommuting, Technology Strategies
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
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Dimensionality Reduction, Random Forest Algorithm, Regression Analysis, Artificial Neural Networks
University of Virginia
Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Market Opportunities, Human Centered Design, Storytelling, Business Modeling, Empathy, Leadership
University of Colorado Boulder
Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Persona (User Experience), Usability Testing, User Centered Design, Internet Of Things, API Design, User Acceptance Testing (UAT), Amazon Web Services, Embedded Systems, Human Computer Interaction, Application Programming Interface (API), Prototyping, Network Protocols, Microservices, User Interface (UI) Design
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Linear Algebra, Statistical Inference, A/B Testing, Statistical Analysis, Applied Mathematics, NumPy, Calculus, Dimensionality Reduction, Machine Learning, Jupyter, Python Programming, Data Manipulation, Data Science
California Institute of the Arts
Skills you'll gain: Typography, Design Elements And Principles, Graphic Design, Graphic and Visual Design, Logo Design, Digital Design, Color Theory, Adobe InDesign, Brand Strategy, Style Guides, Branding, Graphic and Visual Design Software, Creative Design, Design, Visual Design, Adobe Photoshop, Design Strategies, Design Reviews, Design Research, Storytelling
Arizona State University
Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Software, A/B Testing, Data Analysis, Estimation, Descriptive Statistics, Quality Control, Variance Analysis
DeepLearning.AI
Skills you'll gain: Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Supervised Learning, Deep Learning, Random Forest Algorithm, Artificial Neural Networks, Regression Analysis, Performance Tuning
University of Colorado Boulder
Skills you'll gain: Design Elements And Principles, Graphic Design, Graphic and Visual Design Software, Design Software, Design, Storytelling, Typography, Adobe Creative Cloud, Content Creation, Design Research, Information Architecture, Color Theory
DeepLearning.AI
Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Jupyter, Data Manipulation, Data Science, Machine Learning Algorithms, Applied Mathematics, Python Programming
Machine Design learners also search
In summary, here are 10 of our most popular machine design courses
- VLSI CAD Part II: Layout: University of Illinois Urbana-Champaign
- Interaction Design: University of California San Diego
- Machine Learning with Python: IBM
- Applied Machine Learning in Python: University of Michigan
- Design Thinking for Innovation: University of Virginia
- Embedded Interface Design: University of Colorado Boulder
- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Graphic Design: California Institute of the Arts
- Experimental Design Basics: Arizona State University
- Advanced Learning Algorithms: DeepLearning.AI