About Hootshell

Why Hootshell exists

Study books often read like reference manuals. A Hootshell notebook is written the way a patient teacher explains things to one student: a scene you already know, then the idea, then the code, with the why spelled out every time.

What we make

HootNotes: PDF notebooks, one subject each, that look and feel handwritten. Ruled pages, blue ink, a red margin, drawings at the moment that matters, and exercises with answers one link away. The aim is one structured book per subject that feels personal rather than corporate.

The first is Think in Patterns: The Python Coding Interview Notebook: learn 36 patterns, not 340 answers. Every solution tested.

How a HootNote is made

Research, build, ship, repeat. Then keep correcting.

  1. Find what learners struggle with. Before writing, we study what readers of comparable books praise and complain about: the missing “why”, sudden jumps in difficulty, padding, and forgetting a solution a month later. Each book is then checked against that list.

  2. Write it in our own words. Every example, explanation, drawing and solution is written for the book.

  3. Test the code. Every solution file runs against its tests before a release.

  4. Review before release. Each edition is reviewed, and what the review finds is fixed before it goes on sale.

  5. Keep correcting. Mistakes found after release are listed on the book’s public corrections page and fixed in a corrected edition that buyers get free.

Meet the crew

Five lucky charms live in the margins of every HootNote, each a symbol of wisdom or good fortune. They keep the pages company and keep you going.

  • Bit the robot

    The crew’s tinkerer. Brings the fun facts.

  • Lucky the waving cat

    A lucky charm with a raised paw. Waves in good fortune, and more fun facts.

  • Hoot the owl

    Wisdom. Gives the tips.

  • Ellie the elephant

    Memory and good fortune. Tells you what to remember.

  • Shelly the turtle

    Patience and a long life. Knows the Python tricks.

Tap one of the crew for a line from the notebooks.

What we promise

  • Claims you can check

    Every number about a book comes from the book itself. We do not promise jobs, interviews or results; a book teaches a method, and the practice is yours.

  • Try before you buy

    A free sample of every book, with no email asked, and a 7-day refund if it is still not for you.

  • Fair prices

    One payment per book, a rupee price for India, and corrected editions free. Pricing.

  • No tracking

    No account, no advertising and no cookies of ours. Privacy.

Who makes it

Asks why. Proves it. Then finds a better way.

I studied electronics at NIT Goa and finance at business school, then spent two and a half years at a global bank automating payment operations and doing my first machine learning and data work: fraud-detection models, data pipelines and analytics dashboards. From there I moved into AI full time. Today I’m a senior AI/ML engineer and solution architect. My work is taking messy processes nobody fully understands, finding the rule hidden inside, and rebuilding them so every number has a reason and every result is tested. I wrote this book the same way: ask why a solution works, prove it, then look for a better one. Hootshell is built the same way.

Ravi Teja K

Made the cut among a million · AI/ML solution architect

Hootshell books are sold under the name ProServIQ (proserviq.com).

Elsewhere: LinkedIn