WHO IT'S FOR
Developers and technical learners building, testing, and reviewing practical AI or automation systems.
FREE · COMPLETEFree / Advanced Engineeringdeveloper
Professional Paper Trading Bot Course
Build an auditable market-data, backtest, and synthetic paper-execution system without connecting funds or submitting orders.
37
lessons
9
modules
40 hours
incl. practice
~10 wks
typical pace
Every declared lesson is published · all 37
Published lessons have public URLs. Start without an account; sign in later if you want progress synced across devices.
Before you start
Ye course tumse kya expect karta hai
PREREQUISITES
Comfort reading basic code and using a terminal. Check the listed tools; no specific paid subscription is assumed.
STUDY PLAN
About 10 weeks at three short sessions per week: learn, apply, then review. Practice and capstone time are included.
PAKISTAN CONTEXT
Projects favour low-cost tooling, careful data handling, and workflows resilient to local power and connectivity constraints.
TOOLSPythonSQLitepytest
Curriculum
9 modules · 37 lessons
All published ✓
Outcomes
Kya kar paoge
- Capture and version public read-only market data with defensive validation
- Turn a research hypothesis into a leakage-resistant walk-forward paper test
- Validate optional AI output against source IDs, schemas, and human review gates
- Simulate synthetic fills and fictional points under fixed, auditable assumptions
- Deploy a paper-only research service with append-only events, monitoring, and recovery
Assessment: Complete the lesson exercises and capstone, then review the work for accuracy, safety, and fit. Completion is not an income or job guarantee.
Capstone
A reproducible paper-only research service with sealed evidence, walk-forward evaluation, synthetic fills, an append-only audit ledger, and no transaction capability.
- Names the user, problem, scope, and acceptance test
- Identifies sources, permissions, and unknowns
- Includes the actual deliverable, not only screenshots
- Tests one normal and one failure case
- Records risks, limits, cost, and human review
- Explains what changed, what worked, and what comes next
CERTIFICATE
Complete every published lesson and capstone, then request manual review. Issued certificates receive a unique ID for /verify. This is not accreditation and does not promise a job or income.
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