The Little Book of Deep Learning
This book is a short introduction to deep learning for readers with a STEM background. It aims at providing the necessary background to understand landmark AI models for image generation...
Understanding Deep Learning
An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a fast-moving field with sweeping relevance in today's...
Evolution On Purpose
A unique exploration of teleonomy—also known as “evolved purposiveness”—as a major influence in evolution by a broad range of specialists in biology and the philosophy of science. The evolved purposiveness...
Inventing the Working Parent
The first historical examination of working parenthood in the late twentieth century—and how the concepts of “family-friendly” work culture and “work–life balance” came to be. Since the 1980s, families across...
Person, Thing, Robot
Why robots defy our existing moral and legal categories and how to revolutionize the way we think about them. Robots are a curious sort of thing. On the one hand,...
Design, Empathy, Interpretation
A new, empathic approach to design research, drawn from the informed experiences of a leading design research program in Finland. Design, Empathy, Interpretation tells the story of empathic design, a design...
Social Networks with Rich Edge Semantics
Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types...
Learn Python with Jupyter
The aim of this book is to teach you coding in Python while developing computational thinking—that is, the way we think when coding. The order of topics is designed to stimulate and strengthen...
The Best Python Cheat Sheet
A dense Python cheat sheet with just what you need. Design principles: Focus on Python core Comprehensive but selective (Just what you need) Densely packed Well-linked and linkable Responsive Printable version Issues...
Minimalist Data Wrangling with Python
Minimalist Data Wrangling with Python is envisaged as a student's first introduction to data science, providing a high-level overview as well as discussing key concepts in detail. We explore methods for cleaning...