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Explore the Mathematical Optimization Course Catalog
University of Michigan
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Design Thinking, Technical Design, Design, Engineering Design Process, Machine Learning, Data-Driven Decision-Making, Applied Machine Learning, Algorithms
- Status: Free
University of Minnesota
Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Machine Learning Methods, Data Analysis, Regression Analysis, Mathematical Modeling, Applied Mathematics, Solution Design, Applied Machine Learning, Data Manipulation, Exploratory Data Analysis, Algorithms, Python Programming
Skills you'll gain: Data Warehousing, SQL, Extract, Transform, Load, Apache Airflow, Web Scraping, Linux Commands, Database Design, MySQL, PostgreSQL, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Database Architecture and Administration, Data Transformation, IBM DB2, Relational Databases, Jupyter, Generative AI
Columbia University
Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Market Data, Financial Modeling, Securities (Finance), Risk Modeling, Financial Trading, Financial Systems, Statistical Analysis, Statistical Modeling, Mathematical Modeling, Numerical Analysis, Equities, Estimation, Applied Mathematics, Python Programming, Process Optimization, Probability Distribution, Data Analysis
Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving, Spreadsheet Software
University of London
Skills you'll gain: Graphing, Computational Thinking, Arithmetic, Applied Mathematics, Mathematical Modeling, Numerical Analysis, General Mathematics, Computer Science, Computer Graphics, Systems Of Measurement, Cryptography
Columbia University
Skills you'll gain: Portfolio Management, Investment Management, Asset Management, Market Liquidity, Risk Management, Financial Market, Equities, Capital Markets, Statistical Methods, Risk Analysis, Securities Trading, Market Dynamics, Financial Analysis, Market Data, Statistical Analysis
University of California, Davis
Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Content Strategy, Competitive Analysis, Forecasting, Digital Marketing, Expectation Management, Relationship Management, Content Marketing, Marketing Strategy and Techniques, A/B Testing, Key Performance Indicators (KPIs), Performance Metric
University of Colorado Boulder
Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis
- Status: Free
The Chinese University of Hong Kong
Skills you'll gain: Mathematical Modeling, Numerical Analysis, Computational Thinking, Graph Theory, Algorithms, Theoretical Computer Science
University of Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Decision Making, Business Intelligence, Predictive Analytics, Simulation and Simulation Software, Business Modeling, Data Analysis, Process Optimization, Market Analysis, Unsupervised Learning, Microsoft Excel
The Hong Kong University of Science and Technology
Skills you'll gain: Matlab, Engineering Analysis, Finite Element Methods, Engineering Calculations, Mechanical Engineering, Numerical Analysis, Mathematical Modeling, Civil Engineering, Applied Mathematics, Advanced Mathematics, Mathematical Theory & Analysis, Simulation and Simulation Software, Computational Thinking, Differential Equations, Scientific Visualization
In summary, here are 10 of our most popular mathematical optimization courses
- AI for Design and Optimization:Â University of Michigan
- Matrix Methods:Â University of Minnesota
- IBM Relational Database Administrator:Â IBM
- Computational Methods in Pricing and Model Calibration:Â Columbia University
- Industrial Optimization: Models & Linear Programming:Â Northeastern University
- Mathematics for Computer Science:Â University of London
- Optimization Methods in Asset Management:Â Columbia University
- Optimizing a Website for Google Search:Â University of California, Davis
- Essential Linear Algebra for Data Science:Â University of Colorado Boulder
- 离散优化建模基础篇 Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong