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Explore the Matrix Course Catalog
- Status: Free
Imperial College London
Skills you'll gain: Creative Thinking, Brainstorming, Ideation, Creativity, Resourcefulness, Curiosity, Problem Solving, Analytical Skills, Collaboration, Analysis
- Status: New
University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Go (Programming Language), C (Programming Language), Data Structures, Object Oriented Programming (OOP), Debugging, Software Design Patterns, Unit Testing, Algorithms, Command-Line Interface, Program Development, Programming Principles, Computer Programming, Graph Theory, Computer Science, Software Testing, File Systems, Artificial Intelligence, Integration Testing, System Programming
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Statistical Modeling, Markov Model, Decision Support Systems, Data-Driven Decision-Making, Machine Learning, Predictive Modeling, Network Model, Probability & Statistics, Network Analysis, Statistical Inference, Statistical Machine Learning, Sampling (Statistics), Natural Language Processing, Statistical Methods, Algorithms
University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Data Collection, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Predictive Modeling, Machine Learning Methods
DeepLearning.AI
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Ethics, Machine Learning, Computer Graphics, Artificial Intelligence and Machine Learning (AI/ML)
Duke University
Skills you'll gain: Debugging, Maintainability, Programming Principles, Algorithms, Software Testing, Program Development, C (Programming Language), Pseudocode, Computational Thinking, Software Engineering, Simulations, System Programming, Data Structures, Software Development, Computer Programming, Command-Line Interface, Development Environment, Development Testing, User Interface (UI), Interactive Design
Multiple educators
Skills you'll gain: Dashboard, Pseudocode, Jupyter, Algorithms, Data Mining, Pandas (Python Package), Correlation Analysis, Web Scraping, NumPy, Probability & Statistics, Predictive Modeling, Big Data, Automation, Data Visualization Software, Data Collection, Software Development Tools, Data Science, GitHub, Machine Learning Algorithms, Unsupervised Learning
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Deep Learning, Supervised Learning, IBM Cloud, Predictive Modeling, Classification And Regression Tree (CART), Unsupervised Learning, Program Evaluation, Reinforcement Learning
Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Software Testing, Data Structures, Python Programming, Computer Programming, Development Environment, Integrated Development Environments, Debugging, Algorithms
- Status: AI skills
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Visualization Software, Statistical Inference, Spreadsheet Software, Correlation Analysis, Google Sheets, Exploratory Data Analysis, Data Manipulation
University of California San Diego
Skills you'll gain: Algorithms, Debugging, Development Testing, Software Testing, Computational Thinking, Programming Principles, Data Structures, Theoretical Computer Science, Bioinformatics
Meta
Skills you'll gain: Jest (JavaScript Testing Framework), React.js, JavaScript Frameworks, API Design, Unit Testing, UI Components, Software Testing, Front-End Web Development, Javascript, Continuous Integration, Integration Testing
In summary, here are 10 of our most popular matrix courses
- Creative Thinking: Techniques and Tools for Success:Â Imperial College London
- C, Go, and C++: A Comprehensive Introduction to Programming:Â University of California, Santa Cruz
- Probabilistic Graphical Models:Â Stanford University
- Recommender Systems:Â University of Minnesota
- Generative Adversarial Networks (GANs):Â DeepLearning.AI
- Introductory C Programming:Â Duke University
- Data Science Foundations:Â IBM
- Machine Learning Introduction for Everyone:Â IBM
- Programming in Python:Â Meta
- Meta Data Analyst:Â Meta