Son Nguyen • Readings

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurélien Géron (2019)

A comprehensive guide to understanding and implementing machine learning techniques using popular Python libraries.

Computer Networking: A Top-Down Approach

James F. Kurose, AmherstKeith Ross (2020)

This book teaches the complex subject of computer networking through a layered approach, in a top-down manner.

Data Structures and Algorithms in Python

Michael T. Goodrich, Roberto Tamassia, Michael H. Goldwasser (2013)

A comprehensive, definitive introduction to data structures in Python.

Design Patterns: Elements of Reusable Object-Oriented Software

Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides (1994)

The foundational book about design patterns by the Gang of Four.

The Senior Software Engineer

David B. Copeland (2013)

11 Practices of an Effective Technical Leader.

Test Driven Development: By Example

Kent Beck (2002)

TDD techniques programmers can use to easily and dramatically increase the quality of their work.

The Clean Coder

Robert C. Martin (2011)

A Code of Conduct for Professional Programmers.

Learning JavaScript Design Patterns

Addy Osmani (2021)

The classic JavaScript design patterns book, updated to ES2015+ syntax.

Eloquent JavaScript

Marijn Haverbeke (2018)

This is a book about JavaScript, programming, and the wonders of the digital.

You Don't Know JS (series)

Kyle Simpson (2015)

This is a series of books diving deep into the core mechanisms of the JavaScript language.