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.

Coursera
Skills you'll gain: Generative AI, Responsible AI, Return On Investment, Data Ethics, Artificial Intelligence, Business Solutions, Business Process Automation, Operational Efficiency, Innovation, Business Strategies, Content Creation, Product Design, Customer Support
Intermediate · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Differential Equations, Mechanics, Mathematical Modeling, Quantitative Research, Scientific Methods
Mixed · Course · 1 - 3 Months

Skills you'll gain: R Programming, Alteryx, Statistical Programming, Tableau Software, Data Cleansing, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Data Processing, Data Manipulation, Data Transformation, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, UI Components, User Interface (UI) Design, Application Design, User Interface and User Experience (UI/UX) Design, Figma (Design Software), Performance Tuning, Prototyping, Design
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: AI Personalization, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Applied Machine Learning, Python Programming, Fraud detection, Predictive Modeling, Machine Learning Algorithms, Unsupervised Learning, Data Processing
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Large Language Modeling, Data Management, Data Validation, Data Cleansing, Natural Language Processing, MLOps (Machine Learning Operations), Data Transformation, Verification And Validation, Data Quality, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft SQL Servers, Transact-SQL, SQL, Transaction Processing, Stored Procedure, Data Manipulation, Database Management, Query Languages, Relational Databases, Database Architecture and Administration, Databases, Data Integrity
Intermediate · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Management, Cloud Applications, Cost Management, Cost Control, Budget Management, Serverless Computing, Cost Reduction, Virtual Machines, Query Languages, Resource Utilization, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Cloud Management, Dashboard, Resource Utilization, Financial Management, Cost Management, Anomaly Detection, Serverless Computing, Cloud Computing Architecture, Forecasting, Containerization, Organizational Change, Persona Development, Stakeholder Engagement, Presentations, Generative AI
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Value Propositions, Emotional Intelligence, Business Planning, Target Market, Productivity, Financial Statements, Financial Acumen, Relationship Management, User Research, Marketing, Microsoft Excel, Marketing Strategies, Customer Acquisition Management, Content Marketing, Financial Analysis, Branding, Market Research, Social Media Strategy, Digital Marketing, Data Visualization
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, Generative Model Architectures, Image Analysis, Applied Mathematics, Mathematical Modeling, Physics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Microsoft Azure, Prompt Engineering, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Large Language Modeling, Continuous Monitoring, Generative AI, Performance Tuning, Machine Learning
Intermediate · Course · 1 - 4 Weeks