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: LangChain, LLM Application, Retrieval-Augmented Generation, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Token Optimization, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Optimization, Classification Algorithms, Amazon Web Services, Model Training, Machine Learning Methods, Machine Learning Software, Predictive Modeling, Machine Learning, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: International Financial Reporting Standards, Market Dynamics, Environmental Social And Corporate Governance (ESG), Ethical Standards And Conduct, Governance, Business Ethics, Financial Reporting, Cost Benefit Analysis, Cost Accounting, Consolidation, Intercompany Accounting, Corporate Accounting, Technical Accounting, Corporate Sustainability, Financial Data, Profit and Loss (P&L) Management, Decision Making, Financial Accounting, Business Strategies, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Optimization, Fine-tuning, Multimodal Prompts, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Data Processing, Tensorflow, Knowledge Transfer, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Unity Engine, 3D Modeling, 3D Assets, Software Design Patterns, User Interface (UI), Video Game Development, Development Environment, Visualization (Computer Graphics), Geometry, Computer Graphics, Performance Tuning, Data Mapping, Software Visualization, Computer Graphic Techniques, Construction, Simulations, C# (Programming Language), Code Reusability, Interaction Design, Design
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Robotics, Machine Controls, Automation, Embedded Software, Simulations, Simulation and Simulation Software, Systems Architecture, Virtual Environment, Predictive Modeling, Estimation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Project, Project Schedules, Project Performance, Resource Allocation, Project Management Software, Management Reporting, Project Controls, Calendar Management, Milestones (Project Management), Resource Management, Resource Planning, Scheduling, Earned Value Management, Project Planning, Performance Metric, Workflow Management, Performance Analysis, Project Management, Performance Reporting, Process Optimization
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Amazon Bedrock, Fine-tuning, Generative AI, AWS SageMaker, Generative Model Architectures, Machine Learning Methods, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Model Training, Applied Machine Learning, Model Optimization, Model Evaluation, Model Deployment, Artificial Intelligence, System Monitoring
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Processing, Data Warehousing, Amazon S3, Automation, Data Management, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Value Propositions, Oral Expression, Emotional Intelligence, Empathy & Emotional Intelligence, Business Planning, Verbal Communication Skills, Target Market, Productivity, Financial Statements, Financial Acumen, User Research, Target Audience, Marketing, Microsoft Excel, Marketing Strategies, Financial Analysis, Market Research, Social Media Strategy, Digital Marketing, Data Visualization
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Generative AI, Google Gemini, Prompt Engineering, LLM Application, AI Integrations, AI literacy, Prototyping, Model Optimization
Beginner · Course · 1 - 4 Weeks