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Explore the Mathematical Optimization Course Catalog
Coursera Project Network
Skills you'll gain: Portfolio Management, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Mathematical Modeling, Risk Modeling, Equities, Variance Analysis
Status: FreeNational 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
Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Data Transformation, Data Science, Machine Learning Methods, Algorithms, Data Manipulation, Python Programming
The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, Advanced Mathematics, General Mathematics, Applied Mathematics, Geometry
Arizona State University
Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Modeling, Statistical Hypothesis Testing, Statistical Software, A/B Testing, Sampling (Statistics), Data Analysis, Estimation, Mathematical Modeling, Probability & Statistics, Data Transformation, Descriptive Statistics, Probability Distribution, Variance Analysis, Quality Control
Status: FreeNational Taiwan University
Skills you'll gain: Operations Research, Network Model, Statistical Methods, Applied Mathematics, Mathematical Modeling, Machine Learning, Transportation Operations, Graph Theory, Operational Analysis, Process Optimization, Advanced Mathematics, Linear Algebra, Feasibility Studies, Numerical Analysis, Resource Allocation, Engineering Analysis, Calculus, Algorithms
University of Colorado System
Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability
Status: FreeBirla Institute of Technology & Science, Pilani
Skills you'll gain: Calculus, Trigonometry, Algebra, Mathematical Theory & Analysis, Differential Equations, Linear Algebra
Vanderbilt University
Skills you'll gain: Matlab, Computer Programming, Programming Principles, Debugging, Mathematical Software, Data Manipulation, Computer Science, Algorithms, Data Import/Export, Data Structures, Linear Algebra, Engineering Calculations, Graphing
Johns Hopkins University
Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Applied Mathematics, Data Integration, Mathematical Modeling, Mathematical Theory & Analysis, Probability, Geometry, Visualization (Computer Graphics), Mechanics, Spatial Data Analysis, Derivatives, Graphing, Physics
Status: FreeThe University of Melbourne
Skills you'll gain: Debugging, Mathematical Modeling, Operations Research, Combinatorics, Graph Theory, Algorithms, Data Structures
Johns Hopkins University
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Analytical Skills, Data Modeling, Statistics, Systems Of Measurement, Correlation Analysis, Regression Analysis
In summary, here are 10 of our most popular mathematical optimization courses
- Portfolio Optimization using Markowitz Model: Coursera Project Network
- 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- Mathematics for Machine Learning: Linear Algebra: Imperial College London
- Matrix Algebra for Engineers: The Hong Kong University of Science and Technology
- Design of Experiments: Arizona State University
- Operations Research (3): Theory: National Taiwan University
- Mathematical Foundations for Cryptography: University of Colorado System
- Basic Mathematics: Birla Institute of Technology & Science, Pilani
- Introduction to Programming with MATLAB: Vanderbilt University
- Integral Calculus through Data and Modeling: Johns Hopkins University
