Academy of Crypto Security
AIT-301/Lessons/05
Week 5~90 minLesson 5 of 6

Real-Time Deployment

Streaming pipeline: mempool listener → model → alert · Webhook and Telegram/Slack integrations for ops teams · Model drift monitoring and retraining triggers

01Objectives
  • 01Understand and apply: Streaming pipeline: mempool listener → model → alert
  • 02Understand and apply: Webhook and Telegram/Slack integrations for ops teams
  • 03Understand and apply: Model drift monitoring and retraining triggers
01

Streaming pipeline: mempool listener → model → alert

This section covers streaming pipeline: mempool listener → model → alert. Content for this lesson is being developed by our practitioner team and will be available when the program launches.

02

Webhook and Telegram/Slack integrations for ops teams

This section covers webhook and telegram/slack integrations for ops teams. Content for this lesson is being developed by our practitioner team and will be available when the program launches.

03

Model drift monitoring and retraining triggers

This section covers model drift monitoring and retraining triggers. Content for this lesson is being developed by our practitioner team and will be available when the program launches.

02Exercises
  1. 01Complete the hands-on lab for real-time deployment.
  2. 02Review the provided case study and answer the reflection questions.
03Key takeaways
  • ✓Streaming pipeline: mempool listener → model → alert
  • ✓Webhook and Telegram/Slack integrations for ops teams
  • ✓Model drift monitoring and retraining triggers