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.

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

Skills you'll gain: Prompt Engineering, Generative AI, Google Gemini, Generative AI Agents, Application Deployment, LLM Application, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, Responsible AI, AI Personalization, Performance Tuning, Application Programming Interface (API), Python Programming, Software Development Tools, Cloud Platforms
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Query Languages, Cloud Management, Cost Control, Cost Management, Virtual Machines, Resource Allocation, Budget Management, System Monitoring, Billing, Serverless Computing
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Marketing Effectiveness, Product Marketing, Marketing, Advertising Campaigns, Performance Measurement, Generative AI, Target Audience, Google Ads, Predictive Analytics, ChatGPT, Analytics, Artificial Intelligence, Automation
Beginner · Course · 1 - 4 Weeks
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

Skills you'll gain: Amazon S3, Amazon Web Services, AWS CloudFormation, Cloud Storage, Infrastructure as Code (IaC), Data Security, AWS Identity and Access Management (IAM), Cloud Hosting, Performance Tuning, Data Storage, Data Management, Command-Line Interface, Encryption
Intermediate · Course · 3 - 6 Months

Coursera
Skills you'll gain: Databricks, Scalability, Workflow Management, Organizational Leadership, Data Architecture, MLOps (Machine Learning Operations), Strategic Thinking, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Business Strategy, Strategic Planning, Infrastructure Architecture, Applied Machine Learning, Automation
Beginner · Course · 1 - 4 Weeks

EDUCBA
Skills you'll gain: Data Lakes, Microsoft Azure, Stored Procedure, Data Architecture, Performance Tuning, Data Management, Query Languages, Data Manipulation, Scripting, SQL, Data Processing, Windows PowerShell, Microsoft Visual Studio, Command-Line Interface, Heat Maps
Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Natural Language Processing, Large Language Modeling, Text Mining, Performance Tuning, Cloud API, Application Development, Application Programming Interface (API), Artificial Intelligence, Systems Integration, Data Ethics, Internet Of Things, Analysis, Scalability
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Clinical Documentation, Generative AI Agents, ChatGPT, Patient Coordination, Practice Management Software, Care Coordination, Patient Flow, Case Management, Health Technology, Technology Roadmaps, No-Code Development, Health Informatics, Health Care Administration, Prompt Engineering, Patient Communication, Health Information Management and Medical Records, Business Process Automation, Decision Making
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Application Performance Management, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, ChatGPT, Financial Trading, Performance Measurement, Technical Analysis, Artificial Intelligence, Financial Analysis, Financial Market, Portfolio Management, Benchmarking
Intermediate · Course · 1 - 3 Months