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.

Skills you'll gain: Data Preprocessing, Supervised Learning, Model Optimization, Feature Engineering, Pandas (Python Package), Data Wrangling, Exploratory Data Analysis, Data Quality, Model Training, Applied Machine Learning, Data Processing, Data Manipulation, Statistical Machine Learning, Data Transformation, Classification And Regression Tree (CART), Data Cleansing, Data Pipelines, Machine Learning, Data Modeling, Data Architecture
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Model Optimization, Electrical Engineering, electromagnetics, Image Quality, Equipment Design, Engineering Calculations, Systems Design, System Requirements, Engineering, Scientific, and Technical Instruments, Design Software, Simulation and Simulation Software, Engineering Analysis, System Design and Implementation, Systems Analysis, Numerical Analysis, Image Analysis, Graphical Tools, Human Factors, Medical Imaging, Technical Design
Build toward a degree
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Lean Manufacturing, Lean Methodologies, Workflow Management, Process Analysis, Process Improvement and Optimization, Operational Efficiency, Process Optimization, Process Improvement, Business Process Improvement, Operational Excellence, Business Workflow Analysis, Productivity, Kaizen Methodology, Quality Improvement, Continuous Improvement Process, Waste Minimization, Kanban Principles, Resource Utilization
Mixed · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Operations Research, Analysis, Business Analysis, Data Validation, Data Import/Export, Resource Utilization, Process Optimization, Data Sharing, Trend Analysis, Data Integration, Automation
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Model Evaluation, Artificial Intelligence, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Model Training, Agentic systems, Model Optimization, Algorithms, Applied Machine Learning, System Design and Implementation
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Campaign Planning, Personalized Campaigns, Social Media Campaigns, Social Media Content, Social Media Analytics, Generative AI, Social Media Strategy, AI Personalization, Campaign Management, Content Creation, Social Media Management, AI literacy, Marketing Strategies, Social Media Marketing, Data-Driven Marketing, Persona Development, Content Performance Analysis, Content Strategy, Content Optimization, Data Analysis
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Mathematical Modeling, Mathematical Software, Data Analysis, Probability, Geometry, Applied Mathematics, Mechanics, Graphing, Scientific Visualization, Spatial Data Analysis, Estimation, Probability & Statistics, Exploratory Data Analysis, Physics
Intermediate · Specialization · 3 - 6 Months

Università di Napoli Federico II
Skills you'll gain: Robotics, Human Factors, Human Machine Interfaces, Reliability, Control Systems, Human Computer Interaction, Distributed Computing, Software Systems, Human Centered Design, Mathematical Modeling, Emergency Response, Disaster Recovery, Problem Solving, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative Engine Optimization (GEO), Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Scaled Agile Framework, Sprint Retrospectives, Process Improvement and Optimization, Performance Metric, Process Improvement, Performance Measurement, Agile Methodology, Process Optimization, Team Performance Management, Lean Methodologies, Portfolio Management, Prioritization, Process Analysis, Performance Analysis, Discussion Facilitation, Business Metrics, Business Priorities, Strategic Prioritization, Risk Management Framework, Optimism
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Financial Forecasting, Forecasting, Revenue Forecasting, Time Series Analysis and Forecasting, Model Evaluation, Trend Analysis, Model Training, Financial Modeling, Financial Data, Predictive Modeling, Power BI, Predictive Analytics, Applied Machine Learning, Financial Analysis, Model Optimization, Statistical Analysis, Business Analytics, Machine Learning, Microsoft Azure, Microsoft 365
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Anomaly Detection, PyTorch (Machine Learning Library), Forecasting, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Predictive Modeling, Deep Learning, Autoencoders, Predictive Analytics, Unsupervised Learning, Applied Machine Learning, Model Training, Generative Model Architectures, Convolutional Neural Networks, Exploratory Data Analysis, Model Optimization, Artificial Neural Networks, Data Preprocessing, Model Evaluation, Data Architecture
Intermediate · Course · 1 - 3 Months