TRUST & SAFETY
SECURITY CLEARANCE REQUIRED • CLASSIFIED OPERATIONS
FUNDAMENTALS
SECURITY CLEARANCE: BASIC
foundation45 MIN
FRAUD DETECTION FUNDAMENTALS (NO CODING - LEARN CONCEPTS)
MISSION OBJECTIVES:
- ▸Learn 4 Fraud Detection Frameworks...
- ▸Analyze the Data:...
→ BEGIN MISSION
foundation45 MIN
CONTENT MODERATION POLICY FUNDAMENTALS (NO CODING)
MISSION OBJECTIVES:
- ▸Learn Content Policy Frameworks...
- ▸Review 50 Flagged Posts:...
→ BEGIN MISSION
foundation45 MIN
GDPR & PRIVACY COMPLIANCE FUNDAMENTALS (NO CODING)
MISSION OBJECTIVES:
- ▸Learn GDPR Rights Framework...
- ▸Process 30 DSARs:...
→ BEGIN MISSION
foundation45 MIN
ACCOUNT TAKEOVER INVESTIGATION FUNDAMENTALS (NO CODING)
MISSION OBJECTIVES:
- ▸Learn ATO Investigation Framework...
- ▸Investigate 25 Accounts:...
→ BEGIN MISSION
foundation45 MIN
KYC/AML COMPLIANCE BASICS (NO CODING)
MISSION OBJECTIVES:
- ▸Learn KYC/AML Framework...
- ▸Review 40 Applications:...
→ BEGIN MISSION
OPERATIONS
SECURITY CLEARANCE: OPERATIONAL
foundation45 MIN
TRUST & SAFETY INCIDENT RESPONSE (NO CODING)
MISSION OBJECTIVES:
- ▸Learn Incident Severity Framework...
- ▸Triage 20 Incidents:...
→ BEGIN MISSION
foundation45 MIN
DATA ANALYSIS FOR TRUST & SAFETY DECISIONS (NO CODING)
MISSION OBJECTIVES:
- ▸Learn T&S Data Analysis Framework...
- ▸Analyze 5 Datasets:...
→ BEGIN MISSION
foundation45 MIN
TRUST & SAFETY METRICS & EXECUTIVE REPORTING (NO CODING)
MISSION OBJECTIVES:
- ▸Learn T&S Metrics Framework...
- ▸Calculate Key T&S Metrics from Raw Data:...
→ BEGIN MISSION
foundation45 MIN
TRUST & SAFETY STAKEHOLDER COMMUNICATION (NO CODING)
MISSION OBJECTIVES:
- ▸Learn Stakeholder Communication Framework...
- ▸Context of the Situation:...
→ BEGIN MISSION
FRAUD ANALYTICS
SECURITY CLEARANCE: CLASSIFIED
foundation30 MIN
SQL FRAUD PATTERN DETECTION AT SCALE (1M USERS)
MISSION OBJECTIVES:
- ▸SQL Fraud Detection Queries (PostgreSQL 14 syntax)...
- ▸Python Automation Script (actual working code):...
→ BEGIN MISSION
advanced45 MIN
REAL-TIME ML FRAUD DETECTION SYSTEM (10M USERS)
MISSION OBJECTIVES:
- ▸SQL Feature Engineering at Scale...
- ▸ML Production System...
→ BEGIN MISSION
advanced45 MIN
ACCOUNT TAKEOVER RESPONSE SYSTEM (15M USERS)
MISSION OBJECTIVES:
- ▸SQL Forensics & Pattern Detection...
- ▸Python Automation & Scale...
→ BEGIN MISSION
strategic60 MIN
FRAUD RING DETECTION WITH GRAPH ANALYSIS (120M USERS)
MISSION OBJECTIVES:
- ▸SQL Graph Traversal...
- ▸Neo4j Graph Analysis...
→ BEGIN MISSION
COMPLIANCE
SECURITY CLEARANCE: REGULATORY
foundation30 MIN
GDPR COMPLIANCE AUTOMATION AT SCALE (2M USERS)
MISSION OBJECTIVES:
- ▸SQL Compliance Queries...
- ▸Python Automation Pipeline...
→ BEGIN MISSION
advanced45 MIN
KYC/AML AUTOMATION WITH DOCUMENT AI (12M USERS)
MISSION OBJECTIVES:
- ▸SQL AML Monitoring...
- ▸Document AI & Automation...
→ BEGIN MISSION
strategic60 MIN
ENTERPRISE GDPR COMPLIANCE AUTOMATION (150M USERS)
MISSION OBJECTIVES:
- ▸Data Lineage & Cross-System SQL...
- ▸Event-Driven Architecture...
→ BEGIN MISSION
PLATFORM
SECURITY CLEARANCE: SYSTEM-WIDE
foundation30 MIN
ML ANOMALY DETECTION FOR MARKETPLACE FRAUD (3M USERS)
MISSION OBJECTIVES:
- ▸SQL Feature Engineering...
- ▸ML Anomaly Detection...
→ BEGIN MISSION
strategic60 MIN
ENTERPRISE CONTENT MODERATION PLATFORM (100M USERS)
MISSION OBJECTIVES:
- ▸Distributed SQL & Graph Analysis...
- ▸Distributed Systems Architecture...
→ BEGIN MISSION
leader90 MIN
ENTERPRISE MULTI-MODEL COMPLIANCE & T&S AI PLATFORM
MISSION OBJECTIVES:
- ▸Data Warehouse & SQL Governance...
- ▸Multi-Model ML Platform...
→ BEGIN MISSION
leader90 MIN
GLOBAL TRUST & SAFETY PLATFORM ARCHITECTURE (600M USERS)
MISSION OBJECTIVES:
- ▸Petabyte Data Architecture...
- ▸Multi-Region Platform Design...
→ BEGIN MISSION
LEADERSHIP
SECURITY CLEARANCE: EXECUTIVE
leader90 MIN
BOARD-LEVEL TRUST & SAFETY STRATEGY (800M USERS)
MISSION OBJECTIVES:
- ▸Organizational Design & Leadership...
- ▸Technology & AI Strategy...
→ BEGIN MISSION