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Explore the Linear Algebra Course Catalog
University of Illinois Urbana-Champaign
Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Hardware Design, Data Structures, Electronic Hardware, Verification And Validation, Computer-Aided Design, Computer Architecture, Algorithms, Programming Principles
Rice University
Skills you'll gain: Statistical Hypothesis Testing, Microsoft Excel, Pivot Tables And Charts, Regression Analysis, Descriptive Statistics, Probability & Statistics, Graphing, Spreadsheet Software, Probability Distribution, Business Analytics, Statistical Analysis, Statistical Modeling, Statistical Inference, Business Mathematics, Excel Formulas, Data Analysis, Data Presentation, Statistics, Analytical Skills, Estimation
Skills you'll gain: Supervised Learning, Applied Machine Learning, Regression Analysis, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Statistical Modeling, Scikit Learn (Machine Learning Library), Dimensionality Reduction, Feature Engineering, Data Processing, Pandas (Python Package), Data Manipulation, Performance Metric
University of Pennsylvania
Skills you'll gain: Regression Analysis, Spreadsheet Software, Google Sheets, Excel Formulas, Financial Modeling, Microsoft Excel, Probability Distribution, Forecasting, Risk Analysis, Probability & Statistics, Business Modeling, Statistical Analysis, Simulation and Simulation Software, Process Improvement and Optimization, Decision Tree Learning
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Data Ethics, Machine Learning, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms
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
- Status: Free
Georgia Institute of Technology
Skills you'll gain: Electrical Engineering, Basic Electrical Systems, Power Electronics, Electronic Components, Engineering Analysis, Mathematical Modeling, Engineering Calculations
California Institute of the Arts
Skills you'll gain: Information Architecture, Wireframing, User Interface and User Experience (UI/UX) Design, Persona (User Experience), Mockups, User Experience Design, Responsive Web Design, User Interface (UI), UI/UX Strategy, User Experience, Web Design, User Interface (UI) Design, User Centered Design, Interaction Design, Prototyping, Graphic and Visual Design, User Research, Design, Design Elements And Principles, Typography
Rice University
Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Inference, Business Analytics, Microsoft Excel, Estimation, Data Analysis, Forecasting
California Institute of the Arts
Skills you'll gain: User Interface (UI) Design, Graphic and Visual Design, Design, Design Elements And Principles, Typography, Information Architecture, User Centered Design, Interaction Design, User Experience Design, Aesthetics
Skills you'll gain: Responsive Web Design, Information Architecture, User Experience Design, Web Design, Usability Testing, Wireframing, User Research, User Centered Design, Design Research, Persona (User Experience), User Interface (UI) Design, Prototyping, Figma (Design Software)
Johns Hopkins University
Skills you'll gain: Algebra, Advanced Mathematics, Applied Mathematics, Analytical Skills, Mathematical Modeling, Geometry, Graphing
In summary, here are 10 of our most popular linear algebra courses
- VLSI CAD Part I: Logic:Â University of Illinois Urbana-Champaign
- Business Statistics and Analysis:Â Rice University
- Supervised Machine Learning: Regression:Â IBM
- Introduction to Spreadsheets and Models:Â University of Pennsylvania
- Unsupervised Learning, Recommenders, Reinforcement Learning:Â DeepLearning.AI
- Data Science Foundations:Â IBM
- Linear Circuits 2: AC Analysis :Â Georgia Institute of Technology
- UI / UX Design:Â California Institute of the Arts
- Linear Regression for Business Statistics:Â Rice University
- Visual Elements of User Interface Design:Â California Institute of the Arts