Convex optimization courses can help you learn linear programming, duality theory, and gradient descent methods. You can build skills in formulating optimization problems, analyzing convex sets, and applying algorithms to practical work. Many courses introduce tools like MATLAB, Python libraries, and optimization software, that support implementing solutions in fields such as machine learning, artificial intelligence, and operations research.

LearnKartS
Skills you'll gain: Prompt Engineering, Amazon Bedrock, Generative AI, LLM Application, Amazon S3, Application Deployment, Computer Vision
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, GitHub, Web Design, Git (Version Control System), Browser Compatibility, Version Control, Web Development, Cloud Hosting, Typography
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Solution Architecture, Software Architecture, Cloud Computing Architecture, Enterprise Architecture, Amazon Web Services, Application Security, Identity and Access Management, Network Architecture, Cloud Applications, Service Improvement, Continuous Improvement Process, AWS Identity and Access Management (IAM), Data Migration, Network Security, Business Continuity, Disaster Recovery, Cost Reduction
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Database Architecture and Administration
Advanced · Course · 1 - 3 Months

Skills you'll gain: Computer Graphics, 3D Modeling, Photo/Video Production and Technology, Visualization (Computer Graphics), 3D Assets, Computer Graphic Techniques, Virtual Reality, Image Quality, Color Theory
Beginner · Course · 1 - 3 Months

Skills you'll gain: Event Monitoring, Cloud Security, Security Management, Data Management, Performance Testing, System Configuration, Servers, Scenario Testing
Intermediate · Specialization · 1 - 3 Months
Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Artificial Intelligence, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Information Privacy, Performance Tuning, Data Security
Beginner · Course · 1 - 3 Months

Skills you'll gain: SQL, Business Reporting, Performance Reporting, Data Cleansing, Data Analysis, Query Languages, Database Development, Analytical Skills, Data Transformation, Business Analysis, Technical Communication, Prompt Engineering
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Juniper Network Technologies, Open Shortest Path First (OSPF), Virtual Local Area Network (VLAN), Border Gateway Protocol, Routing Protocols, Network Switches, Network Routing, TCP/IP, Network Architecture, Virtual Private Networks (VPN), Network Administration, Network Protocols, Network Security, Network Troubleshooting, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Wide Area Networks, Network Troubleshooting, Network Monitoring, Software-Defined Networking, System Configuration, Network Performance Management, Firewall, Amazon Web Services, Cloud Services, Software As A Service, TCP/IP, Cloud Technologies, Network Security, Performance Tuning, Intrusion Detection and Prevention
Beginner · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Generative AI, Microsoft Copilot, Data Migration, Software Development Tools, Artificial Intelligence, Maintainability, Scalability, Performance Tuning, Kubernetes, Software Versioning, Application Frameworks, Algorithms, Data Structures
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Responsible AI, Generative AI, AI Product Strategy, Google Cloud Platform, Cloud Management, Cloud Engineering, System Support, Data Ethics, Technical Communication, Strategic Planning
Intermediate · Course · 1 - 4 Weeks