Optimization Courses
Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.
Popular Optimization Courses and Certifications
Status: FreeSkills you'll gain: Data Validation, Data Cleansing, Alteryx, Data Quality, Microsoft Excel, Data Integrity, Data Integration, Data Import/Export, Data Loss Prevention, Anomaly Detection
Google Cloud
Skills you'll gain: Performance Tuning, Database Management, Star Schema, Dashboard, Data Management, Cloud Storage, Data Storage
Status: Free TrialNational Taiwan University
Skills you'll gain: Operations Research, Network Model, Applied Machine Learning, Case Studies, Applied Mathematics, Mathematical Modeling, Transportation Operations, Business Analytics, Advanced Mathematics, Linear Algebra, Algorithms
Google Cloud
Skills you'll gain: Kubernetes, Load Balancing, Google Cloud Platform, Containerization, DevOps, Performance Testing, Application Performance Management, Cloud Infrastructure, Configuration Management
Status: FreeSkills you'll gain: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Big Data, Data Migration
Status: FreeÉcole normale supérieure
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Mathematical Modeling, Probability
Skills you'll gain: R Programming, R (Software), Analysis, Mathematical Software, Data Analysis
Status: PreviewNortheastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
Status: Free TrialArizona State University
Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Statistical Modeling, Research Design, Mathematical Modeling, Analysis, Model Evaluation
Skills you'll gain: Cloud Deployment, Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud Management, Load Balancing, Capacity Management, Network Architecture
Status: Free TrialSkills you'll gain: Webpack, Frontend Performance, Search Engine Optimization, Web Development Tools, Web Analytics and SEO, Performance Tuning, Build Tools, Debugging, Web Development, Software Testing, Front-End Web Development, Test Automation, WordPress, Javascript
Searches related to optimization
In summary, here are 10 of our most popular optimization courses
- Data Validation with Alteryx: Testing and Optimization Tools:Â Coursera
- Performance and Cost Optimization with BigQuery:Â Google Cloud
- Operations Research (3): Theory:Â National Taiwan University
- GKE Workload Optimization:Â Google Cloud
- Cost Optimization and Data Tiering with BigLake and Cloud Storage:Â Google Cloud
- Approximation Algorithms Part I: École normale supérieure
- Job Shop Scheduling Using MILP Optimization on RStudio:Â Coursera
- Foundations of Statistical Learning & Algorithms:Â Northeastern University
- Hyperparameter Tuning with Keras Tuner:Â Coursera
- Response Surfaces, Mixtures, and Model Building:Â Arizona State University
