AI Literacy
Understand major branches, capabilities, limitations, privacy, and responsible use.
Start with: NoneUnderstand AI. Build it. Test it. Secure it.
Start with no technical background, then progress through programming, data, mathematics, machine learning, LLMs, retrieval, agents, evaluation, deployment, and architecture.
Start PH-AI-101 · AI Foundations and Responsible Practice →
Course status: PH-AI-101 is a complete self-paced classroom with local progress and a self-attested capstone. The other pathway titles remain planned. The standalone practice labs below are simulations, not full courses or certificates.
Six levels. A clear way in.
AI User & Practitioner
Apply AI to work with repeatable prompts, verification, and human review.
Start with: AI LiteracyAI Builder
Create structured workflows, retrieval prototypes, and safe automations.
Start with: AI Practitioner; basic logicAI Developer
Integrate code, APIs, data, tools, tests, and user interfaces.
Start with: Python or JavaScript; SQL; APIsAI Engineer
Design, evaluate, secure, deploy, and monitor AI systems.
Start with: Software development; data; ML and LLM foundationsAdvanced AI Engineer
Optimize models and infrastructure; study research, RL, and architecture.
Start with: AI Engineer; statistics and linear algebraCareer pathways
AI Literacy
- AI Fundamentals
- Generative AI
- Prompt Engineering
- AI Productivity
- Responsible AI
Portfolio goal: Document a verified AI-assisted workplace workflow.
Related roles: AI Analyst
Find current related jobs →AI Automation Specialist
- AI Fundamentals
- Prompt Engineering
- Workflow Automation
- APIs
- Tool Calling
- AI Agents
- Automation Capstone
Portfolio goal: Build a fictional approval-based workflow with retries and logs.
Related roles: AI Automation Specialist
Find current related jobs →Machine Learning Engineer
- Python
- Math for AI
- Data Analytics
- Machine Learning
- Deep Learning
- MLOps
- Cloud AI
- ML Engineering Capstone
Portfolio goal: Train and evaluate a model on a safe dataset, document leakage checks.
Related roles: Machine Learning Engineer, Data Scientist
Find current related jobs →AI Engineer
- Python
- SQL
- APIs
- LLMs
- Embeddings
- RAG
- AI Agents
- Evaluation
- AI Security
- Deployment
- AI Engineering Capstone
Portfolio goal: Ship a documented retrieval app with tests, logging, and a security review.
Related roles: AI Engineer, AI Developer
Find current related jobs →Generative AI Engineer
- Python
- APIs
- LLMs
- Prompt Engineering
- Embeddings
- RAG
- Tool Calling
- Agents
- LLMOps
- GenAI Capstone
Portfolio goal: Build a grounded assistant with tool approval and regression checks.
Related roles: Generative AI Engineer
Find current related jobs →AI Product Manager
- AI Fundamentals
- AI Product Strategy
- AI UX
- Evaluation
- Responsible AI
- AI Governance
- Product Capstone
Portfolio goal: Write an AI product brief, risk review, evaluation plan, and launch metrics.
Related roles: AI Product Manager
Find current related jobs →AI Business Professional
- AI Fundamentals
- Prompt Engineering
- AI Productivity
- AI Automation
- AI Strategy
- AI Transformation
Portfolio goal: Design a measured adoption pilot with human oversight.
Related roles: AI Consultant, AI Analyst
Find current related jobs →Start coding when you are ready
The JavaScript Programming Foundations classroom provides runnable browser code practice. For Python and ML, use the official free references in the source library while full PeyHire Python execution and long-form courses are developed.