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Explore the Matrix Course Catalog
University at Buffalo
Skills you'll gain: Computer Vision, Image Analysis, Computer Graphics, Visualization (Computer Graphics), Color Theory, Data Processing, Artificial Intelligence, Matlab, Artificial Neural Networks, Algorithms, Calculus, Probability & Statistics
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
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Data Analysis, Applied Machine Learning, Statistical Analysis, Data Presentation, Machine Learning, Scikit Learn (Machine Learning Library), Python Programming, Tensorflow, Regression Analysis, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Web Applications
University of California, Irvine
Skills you'll gain: Cost Estimation, Project Schedules, Estimation, Quality Management, Milestones (Project Management), Project Planning, Project Management, Scheduling, Timelines, Work Breakdown Structure, Budgeting, Resource Allocation, Resource Management, Matrix Management
- Status: Free
National Taiwan University
Skills you'll gain: Supervised Learning, Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Theoretical Computer Science, Applied Mathematics, Statistical Methods, Regression Analysis, Algorithms, Artificial Intelligence
Stanford University
Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Mathematical Theory & Analysis, Analysis, Probability, Design Strategies
Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Machine Learning, Machine Learning Algorithms, Calculus
Multiple educators
Skills you'll gain: Dashboard, Pseudocode, Jupyter, Algorithms, Data Mining, Pandas (Python Package), Data Visualization Software, Correlation Analysis, Web Scraping, NumPy, R Programming, Probability & Statistics, Predictive Modeling, Big Data, Automation, Computer Programming Tools, GitHub, Data Analysis Software, Machine Learning Algorithms, Unsupervised Learning
- Status: Free
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Calculus, Trigonometry, Algebra, Mathematical Theory & Analysis, Differential Equations, Linear Algebra
Coursera Project Network
Skills you'll gain: Timelines, Project Documentation, Team Management, Stakeholder Management, Project Management, Project Management Software, Project Coordination, Project Schedules, Project Scoping, Work Breakdown Structure, Project Planning, Organizational Skills
University of California, Irvine
Skills you'll gain: Project Risk Management, Project Schedules, Work Breakdown Structure, Risk Analysis, Timelines, Cost Management, Peer Review, Budgeting, Project Planning, Scheduling, Project Management, Project Scoping, Project Documentation, Contingency Planning, Accountability
- Status: Free
UNSW Sydney (The University of New South Wales)
Skills you'll gain: Mechanics, Physics, Experimentation, Torque (Physics), Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Trigonometry, Mathematical Modeling, Estimation
In summary, here are 10 of our most popular matrix courses
- Computer Vision Basics:Â University at Buffalo
- Recommender Systems:Â University of Minnesota
- Machine Learning Capstone:Â IBM
- Budgeting and Scheduling Projects:Â University of California, Irvine
- 機器å¸ç¿’基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- Divide and Conquer, Sorting and Searching, and Randomized Algorithms:Â Stanford University
- Mathematics for Machine Learning: PCA:Â Imperial College London
- Data Science Foundations:Â IBM
- Basic Mathematics:Â Birla Institute of Technology & Science, Pilani
- Introduction to Project Management:Â Coursera Project Network