Aaron Pham
pytorch practice bank This is the miss-driven expansion pool for P01 through P28 and M01 through M10. Its forty cases add PyTorch API work, debugging, and runtime-shaped tensor transformations without increasing the default forty-two-hour route. After a canonical owner is clean, replace its next...
Aaron Pham
study route The default route is fourteen days at three focused hours per day. It yields forty-two scheduled hours with 45% assigned to PyTorch model construction and mechanism repair. The baseline can compress this to seven days. Each day names a primary implementation block that fits inside...
Aaron Pham
study route The goal is fast recognition followed by correct code under pressure. Every block uses the same loop: Name the pattern and invariant before typing. Write two small examples and one hostile edge case. Implement without an editorial. Test empty, singleton, duplicate, boundary, and...
Aaron Pham
study plan The goal is a usable interview reflex: define the wire contract, hand-run examples, code the happy path, add guards, then prove split and roundtrip behavior. Every block follows the same small loop: read the route and diagram. solve one stub cold. run python3 test_problems.py. add the...
Aaron Pham
Prep for a 60-minute algorithmic code screen on encoding and decoding. This kit is now meant to be learned in layers: shape: learn the mental model and one diagram. recipe: implement the smallest correct algorithm. guards: add the failure cases the interviewer will probe. recall: review notes.fc,...
DK
My fifth book, Computer Science from Scratch: Building Interpreters, Art, Emulators, and ML in Python was recently published by No Starch Press. It’s a great book for intermediate or advanced Python programmers who have some gaps in their CS knowledge and want to learn from a code-centric,...
DK
I am pleased to announce that my fourth book, Classic Computer Science Problems in Java, has been published. It is now available for purchase from the publisher’s website. As Manning’s deal of the day, the book is available today (January 5, 2021) for 50% off. Classic Computer Science Problems...
DK
I am pleased to announce the availability of my fourth book, Classic Computer Science Problems in Java. You can now purchase early access to the book from Manning. Use promo code ccspkopec for 40% off. This is the third book in the Classic Computer Science Problems series, following Classic...