Linear programming courses can help you learn optimization techniques, constraint handling, and objective function formulation. You can build skills in sensitivity analysis, duality theory, and graphical methods for problem-solving. Many courses introduce tools like MATLAB, Python, and Excel Solver, that support implementing linear programming models and analyzing outcomes in various applications, from logistics and finance to production planning and resource allocation.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Amazon Redshift, Data Import/Export, Identity and Access Management, Data Migration, Query Languages, SQL, Google Cloud Platform, Data Store, Database Design, Role-Based Access Control (RBAC), Performance Tuning, Data Modeling, Relational Databases, Database Management, Data Architecture, Data Sharing, Capacity Management
Intermediate · Course · 1 - 3 Months

University of Huddersfield
Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Data Presentation, Differential Equations, Data Processing, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, Mathematics and Mathematical Modeling, General Mathematics, Mathematical Modeling
Earn a degree
Degree · 1 - 4 Years
University of London
Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: Amazon Redshift, Identity and Access Management, Role-Based Access Control (RBAC), Data Import/Export, Google Cloud Platform, Extract, Transform, Load, Data Migration, Data Mapping, Data Warehousing, SQL, Database Architecture and Administration, Database Design, Data Architecture, Data Modeling, Capacity Management
Intermediate · Course · 1 - 3 Months
Multiple educators
Beginner · Specialization
University of Illinois at Urbana-Champaign
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Oracle Databases, Database Design, Identity and Access Management, Role-Based Access Control (RBAC), Data Architecture, Google Cloud Platform, Database Management, Data Import/Export, Performance Tuning, Data Sharing, Database Architecture and Administration, SQL, Data Access, Database Management Systems, Data Migration, Data Security
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Amazon Redshift, Query Languages, Google Cloud Platform, Identity and Access Management, Data Warehousing, Data Import/Export, SQL, Data Infrastructure, Role-Based Access Control (RBAC), Database Administration, Database Design, Data Access, Data Architecture, Data Integration, Data Mapping, Data Modeling, Database Architecture and Administration, Data Security
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Optimization, Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Fine-tuning, Applied Machine Learning, Machine Learning, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

The Chinese University of Hong Kong
Skills you'll gain: Model Optimization, Debugging, Mathematical Modeling, Operations Research, Computational Logic, Code Reusability, Algorithms, Geometry
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Supply Chain Planning, Supply Chain Management, Inventory and Warehousing, Process Optimization, Resource Utilization, Demand Planning, Capacity Planning, Resource Planning, Resource Allocation, Capacity Management, Operational Efficiency, Microsoft Excel, Cost Reduction, Simulation and Simulation Software, Decision Making
Intermediate · Course · 1 - 4 Weeks