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: 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: GitHub, Version Control, Bootstrap (Front-End Framework), .NET Framework, Model View Controller, Cross Platform Development, Microsoft Development Tools, Development Environment, Authentications, Web Applications, OAuth, jQuery, Responsive Web Design, Data Validation, Databases
Beginner · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Health Informatics, Generative AI Agents, Diagnostic Tests, Prompt Engineering, Responsible AI, Multimodal Prompts, Data Integration, Medical Imaging, Healthcare Ethics, LLM Application, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Biological Engineering, Bioinformatics, Simulation and Simulation Software, Mathematical Modeling, Engineering Analysis, Simulations, Computational Logic, Differential Equations, Numerical Analysis, Computer-Aided Design, Algorithms
Build toward a degree
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, Generative AI, Amazon Web Services, Cloud Computing, Amazon Elastic Compute Cloud, Cloud Security, Amazon CloudWatch, Artificial Intelligence, AWS Identity and Access Management (IAM), Continuous Monitoring, Data Security, Performance Tuning, Scalability
Intermediate · Course · 1 - 4 Weeks

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: 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

Skills you'll gain: 3D Modeling, 3D Assets, Unreal Engine, Computer Graphics, Graphical Tools, Image Quality, Performance Tuning, Content Management, Data Import/Export
Beginner · Course · 1 - 3 Months

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

O.P. Jindal Global University
Skills you'll gain: Text Mining, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Marketing, Brand Awareness, Natural Language Processing, Predictive Analytics, Machine Learning, Data Quality
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Infrastructure, Virtual Machines, Capacity Management, Serverless Computing, System Monitoring, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Algorithms, Data Structures, Pseudocode, Javascript, Computational Thinking, Program Development, Computer Programming
Intermediate · Course · 1 - 4 Weeks