University of Toronto
Skills you'll gain: Programming Principles, Debugging, File I/O, Software Documentation, Python Programming, Computer Programming, Program Development, Integrated Development Environments, Algorithms, Data Structures, Development Environment
Beginner · Course · 1 - 3 Months

Skills you'll gain: C# (Programming Language), Data Modeling, User Interface (UI), jQuery, Microsoft SQL Servers, Microsoft Visual Studio, Application Development, User Interface and User Experience (UI/UX) Design, Data Validation, Application Design, Database Application, Business Reporting, Data Management, SQL, .NET Framework, Data Structures, Javascript and jQuery, Programming Principles, Web Development, Maintainability
Beginner · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Transfer Learning, Applied Machine Learning, Natural Language Processing, Machine Learning, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Computer Vision, Python Programming, Reinforcement Learning, Unsupervised Learning, Logistic Regression, Medical Imaging
Intermediate · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Game Theory, Mathematical Modeling, Graph Theory, Bayesian Statistics, Behavioral Economics, Probability, Economics, Problem Solving, Algorithms, Probability Distribution
Beginner · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, Regression Analysis, NumPy, Calculus, Applied Mathematics, Probability & Statistics, Artificial Neural Networks, Data Preprocessing, Statistical Analysis, Unsupervised Learning, Advanced Mathematics, Jupyter, Statistics, Machine Learning Algorithms, Algorithms, Python Programming, Machine Learning, Derivatives
Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Debugging, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Deployment, Cloud-Native Computing, CI/CD, HTML and CSS, Cloud Applications, Node.JS, Cloud Development, NoSQL, Cloud Computing Architecture, MongoDB, Cloud Services, Server Side, Version Control, Agile Methodology, IBM Cloud, JavaScript Frameworks, Front-End Web Development, React.js, DevOps, Python Programming
Beginner · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Embedded Software, Embedded Systems, Debugging, C (Programming Language), Electronic Components, Computer Hardware, Integrated Development Environments, Computer Programming, Electronics Engineering, Network Protocols, Development Environment, Digital Communications, Open Source Technology
Mixed · Course · 1 - 4 Weeks

The University of Edinburgh
Skills you'll gain: Game Design, Software Engineering, Programming Principles, Software Development, Software Design, Computer Programming, Computational Thinking, Debugging, Algorithms
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Visualization Software, Data Visualization, Matplotlib, Interactive Data Visualization, Plotly, Seaborn, Pandas (Python Package), Dashboard, Data Storytelling, Heat Maps, Scatter Plots, Graphing, Histogram, Box Plots, Data Manipulation, Data Mapping, Data Processing, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Full-Stack Web Development, Version Control, Restful API, Data Structures, Unix Commands, Bootstrap (Front-End Framework), Git (Version Control System), API Testing, Back-End Web Development, Django (Web Framework), Relational Databases, Front-End Web Development, Object Oriented Programming (OOP), Database Management Systems, HTML and CSS, Unit Testing, Algorithms, Python Programming, Computer Programming, Cloud Hosting
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months
Duke University
Skills you'll gain: Bayesian Statistics, Sampling (Statistics), Exploratory Data Analysis, Statistical Hypothesis Testing, Statistical Inference, Peer Review, Regression Analysis, Probability Distribution, Statistical Software, Statistical Analysis, Probability, Statistical Reporting, Data Analysis, R (Software), Statistics, Probability & Statistics, Statistical Modeling, R Programming, Statistical Methods, Data Visualization
Beginner · Specialization · 3 - 6 Months