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.

Coursera
Skills you'll gain: Amazon Web Services, Code Review, Integrated Development Environments, Software Development Tools, Software Development, Development Environment, Generative AI Agents, Automation, Debugging
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Supervised Learning, Computer Vision, Machine Learning Methods, Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, Statistical Machine Learning, Artificial Intelligence, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Machine Learning, Seaborn, Data Science, Programming Principles, Python Programming, Applied Machine Learning, Statistical Inference
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Scripting Languages, Data Transformation, Performance Tuning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: LLM Application, Large Language Modeling, LangChain, Technical Management, Prompt Engineering, Generative AI, Generative Model Architectures, Solution Architecture, Analysis, Virtual Environment, System Design and Implementation, User Interface (UI), Design
Intermediate · Course · 1 - 4 Weeks
Amazon Web Services
Skills you'll gain: Amazon CloudWatch, DevOps, DevSecOps, Code Review, Amazon Web Services, CI/CD, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Software Development Tools, Anomaly Detection, Microservices, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Workflow Management, AI Product Strategy, Team Management, Generative AI Agents, Productivity Software, Business Process Automation, Artificial Intelligence, Automation, LLM Application, Agentic systems, Solution Design, Decision Making, Process Improvement, Performance Improvement, Customer Service, System Design and Implementation
Intermediate · 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: Sales Operations, Responsible AI, Sales Process, Generative AI Agents, Sales Management, Sales Strategy, Sales, Business Ethics, Forecasting, Prompt Engineering, Customer Relationship Management, Data-Driven Decision-Making, Strategic Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Automation, Embedded Software, Simulations, Systems Architecture, Deep Learning, Virtual Environment, Software Architecture, Scenario Testing, Global Positioning Systems, Predictive Modeling, Computer Hardware, Estimation, Real Time Data
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Generative AI Agents, Artificial Intelligence, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Health Technology, AI Personalization, Health Systems, Generative AI, Solution Design, Predictive Modeling, Real Time Data
Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Java Programming, Java, OS Process Management, Software Design Patterns, Performance Tuning, Algorithms
Intermediate · Course · 1 - 4 Weeks