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Final Mastery Project

Ship the one project that proves it.

Pick a multi-source data product, build it end-to-end, deploy it, document it. Five suggested capstones, price intelligence, jobs analytics, real-estate, public data, or SERP rank tracker.

~4 weeks part-time · 1 project

Lessons

  1. 6.1

    Pick One Project, Ship It Publicly

    How the capstone works, what counts as done, and how to pick between the five project options without overthinking it.

    expert
  2. 6.2

    Project A, Multi-Source Price Intelligence Platform

    Track prices across Catalog108, two external e-commerce sites, and Google Shopping daily. Output: a normalised price-history database plus a public dashboard.

    Lab: /deals/live

    expert
  3. 6.3

    Project B, Job Market Analytics Service

    Aggregate jobs across Catalog108 /jobs, five external boards, and Google Jobs (via SERP API). Dedupe, normalise, and ship a dashboard that surfaces market trends.

    Lab: /jobs

    expert
  4. 6.4

    Project C, Real-Estate Intelligence Dashboard

    Aggregate property listings from 10+ public sources, normalise the messy schema, and surface market insights for one city or region.

    expert
  5. 6.5

    Project D, Open Public-Data Aggregator

    Pick an underserved public dataset and build the canonical free version. The most flexible capstone option, and the one most likely to outlive the curriculum.

    expert
  6. 6.6

    Project E, SERP Rank-Tracking SaaS

    Build a small SaaS that tracks keyword rankings across Google, Bing, and Brave, including AI Overviews and competitor analysis. The most commercial-feeling capstone.

    Lab: /search

    expert
  7. 6.7

    Shipping, and What Comes Next

    How to publish your capstone, and what to do in the first 90 days after you ship so the project compounds into a job, a freelance pipeline, or a paying SaaS.

    expert

Every lesson has a hands-on lab target on Catalog108 , our first-party practice scraping sandbox. Each lab page has a /grade endpoint that returns pass/fail on your scraper output.