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Explore the Mathematical Optimization Course Catalog
Johns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Trigonometry, Cost Estimation, Engineering Calculations, Linear Algebra, Data Analysis, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry
Status: FreeThe University of Melbourne
Skills you'll gain: Debugging, Mathematical Modeling, Operations Research, Combinatorics, Graph Theory, Algorithms, Data Structures
University of Minnesota
Skills you'll gain: Operations Research, Mathematical Modeling, Business Modeling, Business Analytics, Analytics, Data Modeling, Business Mathematics, Process Optimization, Data-Driven Decision-Making, Business Intelligence, Microsoft Excel, Decision Making, Complex Problem Solving, Linear Algebra, Spreadsheet Software, Graphical Tools
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
DeepLearning.AI
Skills you'll gain: Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Machine Learning, Supervised Learning, Machine Learning Algorithms, Network Architecture, Algorithms, Analysis, Debugging
Coursera Project Network
Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Bayesian Network, Machine Learning
Johns Hopkins University
Skills you'll gain: Integral Calculus, Calculus, Data Integration, Mathematical Theory & Analysis, Advanced Mathematics, Visualization (Computer Graphics), Applied Mathematics, Spatial Data Analysis, Geometry, Physics
Status: FreeUniversity of Pennsylvania
Skills you'll gain: Calculus, Applied Mathematics, Derivatives, Engineering Calculations, Advanced Mathematics, Estimation
Coursera Project Network
Skills you'll gain: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Simulations, Mechanical Design, Structural Analysis, Engineering Design Process
University of California San Diego
Skills you'll gain: Graph Theory, Logical Reasoning, Cryptographic Protocols, Combinatorics, Computational Logic, Deductive Reasoning, Cryptography, Probability, Computational Thinking, Encryption, Mathematical Theory & Analysis, Network Analysis, Public Key Cryptography Standards (PKCS), Algorithms, Theoretical Computer Science, Python Programming, Data Structures, Cybersecurity, Computer Programming, Mathematical Modeling
Johns Hopkins University
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Graphing, Probability & Statistics, Calculus
Coursera Project Network
Skills you'll gain: Portfolio Management, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Mathematical Modeling, Risk Modeling, Equities, Variance Analysis
In summary, here are 10 of our most popular mathematical optimization courses
- Differential Calculus through Data and Modeling:Â Johns Hopkins University
- Advanced Modeling for Discrete Optimization:Â The University of Melbourne
- Optimization for Decision Making:Â University of Minnesota
- Integral Calculus through Data and Modeling:Â Johns Hopkins University
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization:Â DeepLearning.AI
- ML Parameters Optimization: GridSearch, Bayesian, Random:Â Coursera Project Network
- Calculus through Data & Modelling: Vector Calculus:Â Johns Hopkins University
- Calculus: Single Variable Part 2 - Differentiation:Â University of Pennsylvania
- FEM - Linear, Nonlinear Analysis & Post-Processing:Â Coursera Project Network
- Introduction to Discrete Mathematics for Computer Science:Â University of California San Diego
