Arjun Srivastava's Library

Data Pipelines With Apache Airflow
Bas P. Harenslak , Julian Rutger de Ruiter
Data Pipelines with Apache Airflow teaches you how to build and maintain effective data pipelines. SummaryA successful pipeline moves data efficiently, minimizing pauses and blockages between tasks, keeping every process along the way operational. ...

Dataclysm: Love, Sex, Race, and Identity--What Our Online Lives Tell Us About Our Offline Selves
Christian Rudder
*A New York Times* Bestseller An audacious, irreverent investigation of human behavior—and a first look at a revolution in the makingOur personal data has been used to spy on us, hire and fire us, and sell us stuff we don’t need. In Dataclysm , Chr...

Deep Learning for Coders With Fastai and PyTorch
Jeremy Howard and Sylvain Gugger
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, smal...

Defending AI Research: A Collection of Essays and Reviews
John McCarthy
CSLI Lecture Notes [192]: John McCarthy's influence in computer science ranges from the invention of LISP and time-sharing to the coining of the term AI and the founding of the AI laboratory at Stanford University. One of the foremost figures in comp...

Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Martin Kleppmann
Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, includin...

Domain Modeling Made Functional: Tackle Software Complexity With Domain-Driven Design and F#
Scott Wlaschin
You want increased customer satisfaction, faster development cycles, and less wasted work. Domain-driven design (DDD) combined with functional programming is the innovative combo that will get you there. In this pragmatic, down-to-earth guide, you'll...

The Dream Machine: J.C.R. Licklider and the Revolution That Made Computing Personal
M. Mitchell Waldrop
"The year is 1962. More than a decade will pass before personal computers emerge from the garages of Silicon Valley, and a full thirty years before the Internet explosion of the 1990s. The word computer still has an ominous tone, conjuring up the ima...