Linear Programming Courses
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.
Popular Linear Programming Courses and Certifications
Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Model Optimization
University of Colorado Boulder
Skills you'll gain: Algorithms, Mathematical Modeling, Model Optimization, Python Programming
National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Report Writing, Network Model, Industrial Engineering, Model Optimization, Linear Algebra, Applied Mathematics, Algorithms, Case Studies, Project Design, Machine Learning, Program Implementation, Production Planning, Mathematical Theory & Analysis, Business Analytics, Microsoft Excel, Scheduling, Data Visualization
Johns Hopkins University
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Engineering Analysis, Mathematical Theory & Analysis, Geometry, Markov Model
Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Unsupervised Learning, Applied Mathematics, Statistical Methods, Descriptive Statistics, Model Optimization, Jupyter, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives
What brings you to Coursera today?
S.P. Jain Institute of Management and Research
Skills you'll gain: Data-Driven Decision-Making, Model Optimization, Decision Making, Analysis, Mathematical Modeling, Microsoft Excel, Resource Allocation
Howard University
Skills you'll gain: Data Wrangling, Regression Analysis, Linear Algebra, Data Preprocessing, Data Cleansing, NumPy, Mathematical Software, Data Transformation, Scientific Visualization, Applied Mathematics, Predictive Modeling, Jupyter, Data Analysis, Dimensionality Reduction, Statistical Modeling, Technical Communication, Data Science, Data Modeling, Python Programming, Algebra
University of Minnesota
Skills you'll gain: Mathematical Modeling, Business Analytics, Analytics, Data-Driven Decision-Making, Model Optimization, Microsoft Excel, Decision Making, Spreadsheet Software, Graphing
Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Logistic Regression, Data Science, Model Evaluation, Statistical Inference
Skills you'll gain: Root Cause Analysis, Data Ethics, Responsible AI, Law, Regulation, and Compliance, Retrieval-Augmented Generation, LLM Application, Regulatory Compliance, Strategic Decision-Making, Apache Kafka, Pareto Chart, Operational Analysis, Decision Intelligence, Stakeholder Communications, Large Language Modeling, Real Time Data, Information Privacy, Statistical Inference, General Data Protection Regulation (GDPR), Reinforcement Learning, Simulation and Simulation Software
Coursera
Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks
Best Linear Programming courses from Johns Hopkins University
Top-rated Linear Programming courses offered by Johns Hopkins University on Coursera.
- Linear Algebra from Elementary to AdvancedJohns Hopkins UniversityBeginner3 - 6 MonthsJohns Hopkins University
- Regression ModelsJohns Hopkins UniversityMixed1 - 4 WeeksJohns Hopkins University
Best Linear Programming certificate programs
Earn a certificate in Linear Programming from top universities and companies.
- Operations ResearchNational Taiwan UniversityBeginner3 - 6 MonthsSpecialization
- Mathematics for Machine LearningImperial College LondonBeginner3 - 6 MonthsSpecialization
- Linear Algebra for Data Science Using PythonHoward UniversityBeginner3 - 6 MonthsSpecialization
Best Linear Programming courses for beginners
Top-rated beginner-friendly Linear Programming courses with no prerequisites.
- Data OptimizationS.P. Jain Institute of Management and ResearchBeginner1 - 4 WeeksNo prerequisites
- Optimization for Decision MakingUniversity of MinnesotaBeginner1 - 4 WeeksNo prerequisites
- Linear Algebra for Machine Learning & AIBirla Institute of Technology & Science, PilaniBeginner1 - 3 MonthsNo prerequisites
