WHO IT'S FOR
Developers and technical learners building, testing, and reviewing practical AI or automation systems.
MEMBERSHIPMembership / PKR 499 per monthdeveloper
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
Included with your monthly membership
Sign in with an active membership to read the lessons. Your account keeps your payment record and saved progress.
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
Membership required for lesson access
1.1Market Data, Uncertainty, and the No-Profit Promise25 minpremium
1.2Public API Se Pehla Read-Only Data Fetch30 minpremium
1.3Dataset Selection — Liquidity, Bias, and Missing Data25 minpremium
1.4Hands-On Lab: Read-Only Market Dashboard Banao30 minpremium
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
HONEST STATUS
This course is included in platform membership. Access lasts until the expiry shown in your account; progress is retained when access expires.
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