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.

École Polytechnique Fédérale de Lausanne
Skills you'll gain: X-Ray Computed Tomography, Radiography, Medical Imaging, Medical Ultrasonography, Radiology, Radiation Protection, Diagnostic Radiology, Biomedical Technology, Biomedical Engineering, Physics, Mathematical Modeling
Advanced · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Model Optimization, Equipment Design, Systems Design, Design Software, Engineering Calculations, Engineering Analysis, Technical Design, System Design and Implementation, 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

University of California, Irvine
Skills you'll gain: Search Engine Marketing, Business Strategy, Digital Brand Strategy, Keyword Research, Digital Marketing, Financial Accounting, Organizational Leadership, Online Advertising, Cash Flow Forecasting, Search Engine Optimization, Business Planning, Accountability, Business Management, Leadership and Management, Fiscal Management, Forecasting, Cost Control, Operating Expense, Strategic Planning, Storytelling
Beginner · Specialization · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms
Intermediate · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Socioeconomics, Game Theory, Behavioral Economics, Mathematical Modeling, Statistical Modeling, Bayesian Statistics, Probability
Advanced · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Reinforcement Learning, Markov Model, Machine Learning Algorithms, Decision Intelligence, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Statistical Machine Learning, Sampling (Statistics), Applied Mathematics, Model Optimization, Probability Distribution, Probability & Statistics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Web Analytics, Conversion Funnel Analysis, Google Analytics, Performance Measurement, Content Optimization, Analytics, Performance Analysis, Lead Generation, Digital Marketing, Hypertext Markup Language (HTML), Marketing Analytics, Performance Testing, Marketing Strategies, Marketing, Test Planning, Data-Driven Decision-Making, Growth Strategies
Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Root Cause Analysis, Process Optimization, Process Improvement and Optimization, Process Improvement, Human Resource Policies, Workflow Management, Microsoft 365, Process Analysis, HR Tech, Human Resources, System Monitoring, Microsoft Teams, Microsoft Outlook, Internal Communications, Business Process Automation, Automation, Communication Planning, Employee Surveys, Strategic Prioritization, Compliance Management
Intermediate · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Employee Coaching, Empathy & Emotional Intelligence, Root Cause Analysis, Data Entry, Recognizing Others, Smart Goals, Emotional Intelligence, Employee Engagement, HR Tech, Microsoft Copilot, Data-Driven Decision-Making, Dashboard, Human Resources Information System (HRIS), Process Optimization, Process Improvement and Optimization, Business Process Automation, Process Improvement, Email Automation, Human Resource Policies, Microsoft Power Platform
Advanced · Professional Certificate · 3 - 6 Months

Arizona State University
Skills you'll gain: Generative AI, AI Product Strategy, Responsible AI, Image Analysis, Data Ethics, Data Analysis, Risk Management, Business Ethics, Resource Allocation, Business Risk Management, ChatGPT, AI Integrations, Resource Planning, Ethical Standards And Conduct, Proposal Writing, Risk Analysis, Risk Mitigation, Proposal Development, Budget Management, Model Evaluation
Beginner · Course · 1 - 3 Months

Hugging Face
Skills you'll gain: Data Ethics, AI literacy, Model Evaluation, LLM Application, Model Deployment, Large Language Modeling, Natural Language Processing, Data Preprocessing, AI Workflows, Model Optimization, Application Programming Interface (API), Memory Management
Beginner · Course · 1 - 4 Weeks