AI Essentials is free. Paid enrollment opens soon.
Build an AI-assisted alert system, then engineer a controlled paper-trading workflow.
A practical written course with guided projects, exercises, and assessments. No recorded video is included.
Build an AI-assisted alert or controlled paper-trading system. Learn Twelve Data API keys and market-data contracts, eToro Demo and Alpaca paper account setup, secure provider connections, evidence-based AI summaries, honest backtests, approvals and operational controls. Includes a runnable offline Python starter, read-only provider connection examples, failure exercises, assessment and capstone rubric. Written lessons and code labs; basic Python, JSON and terminal skills required, plus extra capstone time. Educational simulations only: no investment advice, live-money execution or promises of returns. The offline starter needs no API keys. Bring your own eligible API keys only for optional provider extensions; external service fees are separate.
One payment. Yours permanently.
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Everything is listed. Lessons marked Preview are free to explore before you buy. Estimated times include reading and practical work.
Choose an alerts or paper-automation outcome and run the supplied sandbox.
Deterministic signals, notification delivery and durable event handling.
Add constrained AI explanations, evaluate them, then challenge historical results.
Risk policy, broker boundaries and approval before external execution.
Order reconciliation, monitoring and a secure deployment boundary.
Ship a reproducible capstone, review its limits and test your understanding.