Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.

Google Cloud
Skills you'll gain: Model Deployment, Model Optimization, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Large Language Modeling, Reinforcement Learning, Model Training, Transfer Learning, Computer Vision, Keras (Neural Network Library), Systems Design, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Machine Learning
Advanced · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Model Optimization, Performance Tuning, Systems Design, Design Software, Engineering Calculations, Engineering Analysis, Technical Design, Engineering, Scientific, and Technical Instruments, Systems Analysis, Numerical Analysis, Image Analysis, Simulation and Simulation Software, Image Quality, Medical Imaging, Graphical Tools, Physics
Build toward a degree
Advanced · Course · 1 - 3 Months
Skills you'll gain: Agentic systems, Agentic Workflows, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Risk Management, Business Process Automation, Generative AI, Business Strategy, Automation, Data Strategy, Process Improvement, Large Language Modeling, Process Improvement and Optimization, Data Ethics, Process Optimization, Operational Efficiency, Customer Service, User Experience, Marketing
Mixed · Course · 1 - 3 Months

Skills you'll gain: Project Estimation, Cost Estimation, Project Planning, Software Engineering, Software Development Methodologies, Risk Analysis, Dependency Analysis, Model Optimization, Verification And Validation, Software Development, Risk Management Framework, Requirements Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Keras (Neural Network Library), Deep Learning, Transfer Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Model Optimization, Machine Learning Methods, Image Analysis, Applied Machine Learning, Autoencoders, Model Training, Regression Analysis, Network Architecture, Natural Language Processing, Machine Learning
Intermediate · Course · 1 - 3 Months

Wesleyan University
Skills you'll gain: Integral Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Geometry, Calculus, Trigonometry, Graphing, Derivatives
Intermediate · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Numerical Analysis, Digital pedagogy, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Mathematical Software, Derivatives
Mixed · Course · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Performance Tuning, Applied Mathematics
Intermediate · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Hardware Architecture, Systems Architecture, Mathematical Modeling
Advanced · Course · 1 - 3 Months

University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistics, Statistical Modeling, Probability, Statistical Programming, Statistical Analysis, Statistical Software, Probability Distribution, Data Analysis, R Programming, Regression Analysis, R (Software), Analytical Skills, Statistical Visualization, Predictive Modeling, Data Visualization, Data Modeling
Intermediate · Course · 1 - 4 Weeks

The State University of New York
Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Forecasting, R Programming, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Programming, Data Visualization, Statistical Visualization, Statistical Software, Mathematical Modeling, Statistical Modeling, Data Analysis Software, Correlation Analysis, Descriptive Statistics, Statistical Inference
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Dashboard, Power BI, Management Reporting, Quality Assurance, Data Quality, Performance Reporting, Problem Management, Project Controls, Process Improvement and Optimization, Stakeholder Analysis, Process Analysis, Data Validation, Issue Tracking, Quality Assurance and Control, Process Optimization, Process Improvement, Project Management, Root Cause Analysis, Data Analysis, Business Operations
Beginner · Course · 1 - 3 Months