Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Star Schema, Data Warehousing, Data Security, Data Visualization Software, Pivot Tables And Charts, Performance Tuning, Business Intelligence, Excel Formulas, Role-Based Access Control (RBAC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: System Monitoring, Microsoft Azure, Event Monitoring, Query Languages, Application Performance Management, Cloud Management, Continuous Monitoring, Real Time Data, Interactive Data Visualization, Virtual Machines, Resource Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Business Intelligence, Power BI, Business Analytics, Advanced Analytics, Data Management, Data Governance, Amazon Web Services, Data Integration, Data Security, Data Visualization Software, Cloud Computing, Data Warehousing, Data Modeling, Cloud Applications, SQL Server Reporting Services, Amazon S3, Database Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Effectiveness, Case Studies, Applied Machine Learning, Emerging Technologies, Predictive Modeling, Exploratory Data Analysis
Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: VMware ESX Servers, Data Migration, Amazon Web Services, Virtual Machines, Cloud Infrastructure, Amazon Elastic Compute Cloud, Hybrid Cloud Computing, Cloud Management, AWS Identity and Access Management (IAM), Public Cloud, Cloud Computing Architecture, Application Performance Management, Verification And Validation, Application Deployment, System Implementation, Performance Tuning, Network Infrastructure
Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Generative Model Architectures, Generative AI, Prompt Engineering, Applied Machine Learning, LLM Application, Large Language Modeling, Application Deployment, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Software Testing, Unit Testing, Software Documentation, Application Programming Interface (API), Web Applications, Test Driven Development (TDD), Debugging, Restful API, Performance Testing, Maintainability, Javascript, Full-Stack Web Development, Software Architecture, JSON, Data Transformation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative Model Architectures, Generative AI, Site Reliability Engineering, Scalability, Application Design, Cloud Computing Architecture, Systems Architecture, Cloud Applications, Load Balancing, Cloud Platforms, Application Deployment, Distributed Computing, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Software Architecture, Infrastructure as Code (IaC), Containerization, Responsible AI, Continuous Monitoring, Security Engineering
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Image Analysis, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, NumPy
Intermediate · Course · 1 - 3 Months

Khalifa University
Skills you'll gain: Feature Engineering, Responsible AI, Strategic Decision-Making, Data-Driven Decision-Making, Data Ethics, Business Intelligence, Business Analytics, Natural Language Processing, LLM Application, Large Language Modeling, Artificial Intelligence, Predictive Analytics, Advanced Analytics, Data Governance, Predictive Modeling, Systems Integration, Business Strategy, Business Ethics, Workflow Management, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cost Control, Google Cloud Platform, Cost Management, Cloud Storage, Serverless Computing, Cost Reduction, Budget Management, Billing, Resource Allocation, Resource Utilization, System Monitoring, Resource Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Robotic Process Automation, Business Process Automation, Automation, Manufacturing Processes, Key Performance Indicators (KPIs), Internet Of Things, User Interface (UI), Systems Integration, Scalability, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks