/ Track Syllabus

Quantitative Growth Architecture

Transition from brittle ad-platform interfaces to autonomous bidding loops, server-side data models, and automated creative synthesis powered directly by Claude API pipelines.

Core Curriculum

Four Production Modules

Module 01

Server-Side Event Pipelines

Construct durable first-party event pipelines using Cloudflare Workers and PostgreSQL. Bypass browser cookie decay and establish deterministic user tracking across conversion cycles.

Module 02

Algorithmic Bidding Models

Deploy Python optimization scripts that calculate real-time customer lifetime value and programmatically update Meta and Google ad budgets via raw REST APIs.

Module 03

Automated Creative Synthesis

Build prompt-engineered context pipelines that ingest live performance logs and generate structured multivariate ad copy variations directly through Anthropic Claude endpoints.

Module 04

Causal Impact Measurement

Implement synthetic controls and geo-lift testing methodologies to measure incremental campaign revenue without relying on biased platform attribution formulas.

Technical Outcomes

Engineered Systems Shipped

100%

server-side attribution coverage

4

deployed pipeline repositories

8 wks

intensive cohort execution

24/7

autonomous optimization loops

Deploy Algorithmic Marketing

Cohort intake runs bi-monthly with direct technical review from practicing engineering leads. Secure your seat in the upcoming session.