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
Skills you'll gain: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
Status: FreeSkills you'll gain: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Big Data, Data Migration
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: Kubernetes, Load Balancing, Google Cloud Platform, Containerization, DevOps, Performance Testing, Application Performance Management, Cloud Infrastructure, Configuration Management
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
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: R Programming, Analysis, Mathematical Software, Data Analysis
Status: PreviewNew York University
Skills you'll gain: Clinical Trials, Experimentation, Sample Size Determination, Research Design, Continuous Quality Improvement (CQI), Program Evaluation, Research Methodologies, Statistical Analysis
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
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: Microsoft SQL Servers, Performance Tuning, SQL, Database Management, Stored Procedure, Database Design, Operational Databases, Database Development, Query Languages, System Monitoring, Network Troubleshooting
Status: FreeÉcole normale supérieure
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Mathematical Modeling, Probability
Searches related to optimization
In summary, here are 10 of our most popular optimization courses
- Matrix Calculus for Data Science & Machine Learning:Â Packt
- Cost Optimization and Data Tiering with BigLake and Cloud Storage:Â Google Cloud
- Data Validation with Alteryx: Testing and Optimization Tools:Â Coursera
- GKE Workload Optimization:Â Google Cloud
- Operations Research (3): Theory:Â National Taiwan University
- Foundations of Statistical Learning & Algorithms:Â Northeastern University
- Job Shop Scheduling Using MILP Optimization on RStudio:Â Coursera
- MOST from a Methodological Perspective:Â New York University
- Intermediate Web and Front-End Development:Â IBM
- Exploring Cost-optimization for GKE Virtual Machines:Â Google Cloud
