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Explore the Linear Algebra Course Catalog
Vanderbilt University
Skills you'll gain: Data Visualization, Image Analysis, Data Visualization Software, Machine Learning Methods, Matlab, Applied Machine Learning, Statistical Methods, Data Analysis, Data Processing, Computer Vision, Regression Analysis
Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Jupyter, Data Cleansing, Applied Machine Learning, Exploratory Data Analysis, Pandas (Python Package), NumPy
University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Predictive Modeling, Regression Analysis, Microsoft Excel, Forecasting, Pivot Tables And Charts, Data Transformation, Spreadsheet Software, Predictive Analytics, Data Cleansing, Statistical Methods, Business Analytics
Rice University
Skills you'll gain: Descriptive Statistics, Probability & Statistics, Probability Distribution, Business Analytics, Business Mathematics, Microsoft Excel, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Histogram, Correlation Analysis, Variance Analysis
Coursera Project Network
Skills you'll gain: Finite Element Methods, Engineering Analysis, Simulations, Mechanical Design, Structural Analysis, 3D Modeling
University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Linear Algebra
University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Data Modeling, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Forecasting, Linear Algebra
Rice University
Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Physics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Electronic Components, Calculus, Differential Equations, Integral Calculus, Trigonometry, Derivatives
University of Michigan
Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Data Analysis, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Manipulation
EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Investments, Return On Investment, Asset Management, Risk Analysis, Financial Modeling, Process Optimization, Risk Management, Financial Analysis, NumPy, Python Programming, Simulations, Pandas (Python Package), Correlation Analysis, Matplotlib
University of Colorado Boulder
Skills you'll gain: Post-Production, Storyboarding, Storytelling, Media Production, Adobe Creative Cloud, Editing, Content Creation, Writing and Editing, Proposal Development, Data Import/Export, Writing, Graphic and Visual Design, Multimedia, Scripting, Creativity, Timelines, Aesthetics, File Management, Quality Assurance
New York Institute of Finance
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Data Pipelines, Technical Analysis, Machine Learning, Securities Trading, Artificial Intelligence and Machine Learning (AI/ML), Market Trend, Market Data, Financial Market, Deep Learning, Time Series Analysis and Forecasting
In summary, here are 10 of our most popular linear algebra courses
- Introduction to Data, Signal, and Image Analysis with MATLAB:Â Vanderbilt University
- Specialized Models: Time Series and Survival Analysis:Â IBM
- Introduction to Predictive Modeling:Â University of Minnesota
- Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions:Â Rice University
- FEM - Linear, Nonlinear Analysis & Post-Processing:Â Coursera Project Network
- Matrix Factorization and Advanced Techniques:Â University of Minnesota
- Modern Regression Analysis in R:Â University of Colorado Boulder
- Physics 102 - AC Circuits and Maxwell's Equations:Â Rice University
- Fitting Statistical Models to Data with Python:Â University of Michigan
- Introduction to Portfolio Construction and Analysis with Python:Â EDHEC Business School
