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Explore the Scratch Course Catalog
Duke University
Skills you'll gain: Data Import/Export, Large Language Modeling, Pandas (Python Package), Data Processing, Generative AI, OpenAI, Data Manipulation, Natural Language Processing, Python Programming, Machine Learning
Duke University
Skills you'll gain: Web Scraping, Scalability, Scripting, Debugging, Extensible Markup Language (XML), HTML and CSS, Python Programming
- Status: New
Skills you'll gain: Application Deployment, Node.JS, Full-Stack Web Development, Cloud Applications, Back-End Web Development, Front-End Web Development, Database Development, Authentications, Databases, Web Applications, Development Environment, JavaScript Frameworks, Payment Systems, Application Programming Interface (API), User Interface (UI)
Skills you'll gain: Responsive Web Design, Web Design, Cascading Style Sheets (CSS), Web Design and Development, Application Deployment, Webpack, Web Development Tools, Development Environment, Front-End Web Development, User Interface (UI) Design, UI Components, Javascript, Animations, Build Tools, Hypertext Markup Language (HTML)
- Status: Preview
Technical University of Munich (TUM)
Skills you'll gain: Product Improvement, Product Development, User Research, Design Thinking, New Product Development, Product Design, Risk Analysis, Innovation, User Centered Design, Problem Management, Continuous Improvement Process, User Feedback, Market Research
- Status: New
Skills you'll gain: Responsive Web Design, Bootstrap (Front-End Framework), UI Components, HTML and CSS, Web Development Tools, Cascading Style Sheets (CSS), User Interface and User Experience (UI/UX) Design, Web Design and Development, Web Design, Application Deployment, LESS, Javascript, Hypertext Markup Language (HTML)
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: R Programming, Magnetic Resonance Imaging, Data Manipulation, Medical Imaging, Image Analysis, Neurology, Data Analysis Software, Exploratory Data Analysis, Data Processing, Data Transformation, Interactive Data Visualization, Scientific Visualization, Data Import/Export
Skills you'll gain: Random Forest Algorithm, Applied Machine Learning, Scikit Learn (Machine Learning Library), Python Programming, Predictive Modeling, Machine Learning, Supervised Learning, Classification And Regression Tree (CART), NumPy, Pandas (Python Package), Data Science, Data Manipulation
- Status: Free Trial
Imperial College London
Skills you'll gain: Correlation Analysis, Regression Analysis, R Programming, Biostatistics, Statistical Modeling, Statistical Analysis, Epidemiology, Predictive Modeling, Data Analysis
- Status: Free Trial
Skills you'll gain: Debugging, Programming Principles, Computer Programming, Python Programming, Integrated Development Environments, Pseudocode, Computer Science
- Status: Preview
University of Cape Town
Skills you'll gain: Box Plots, Statistical Analysis, Scientific Visualization, Data Import/Export, Jupyter, Epidemiology, Data Visualization Software, Statistical Visualization, Data Visualization, Data Manipulation, Plot (Graphics), Mathematical Modeling, Statistical Hypothesis Testing, Programming Principles, Other Programming Languages, Scripting Languages, Computer Programming
- Status: Free Trial
Duke University
Skills you'll gain: Debugging, Program Development, Unit Testing, Development Testing, Test Case, Software Testing, Simulations, Algorithms, Computer Programming, Computer Programming Tools, C (Programming Language), Command-Line Interface
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