The Forward Deployed Engineer's Handbook — EPUB + PDF bundle
180 chapters. 13 modules. One fictional streaming company.
You join CinemaStream as Employee #47 and build a complete, runnable portfolio — every concept applied to real, messy data, from your first Python variable to a deployed, monitored ML system.
Most books stop at the happy path. This one walks you into the wall — the moment your model plateaus at 0.933 and no amount of tuning moves it — and spends ten chapters teaching you what to do next.
What's inside:
Python, NumPy and Pandas, SQL, the FDE mindset, ETL and observability, prompting, applied ML, deep learning, client consulting, and a deep library reference.
A complete runnable portfolio repo (public code plus a reproducible Docker image).
About 3,000 pages, fully searchable.
EPUB for e-readers and phones, PDF for desktop and print.
DRM-free — yours on every device, forever.
Free lifetime updates to the first edition.
Abhijeet Verma · Adsit Press · ISBN 978-81-688506-0-6