PyTorch core developer Howard Huang updates the bestselling original Deep Learning with PyTorch with new insights into the transformers architecture and generative AI models.Instantly familiar to anyone who knows PyData tools like NumPy, PyTorch simplifies deep learning without sacrificing advanced features. In this book you’ll learn how to create your own neural network and deep learning systems and take full advantage of PyTorch’s built-in tools for automatic differentiation, har...

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose problems with your neural netw...

Vladka Meed, born Feigele Peltel, was just a teenager when the Germans invaded Poland in 1939. Increasingly devastated by the deportation and murder of 300,000 Jews—including her mother, brother, and sister—who were sent from Warsaw to the death camp of Treblinka, she heeded the call for armed resistance, joining the Jewish Fighting Organization (ZOB), established in Warsaw in July 1942.With her typically "Aryan" looks and fluency in Polish, Vladka could pose as a Gentile, so the Z...

At the Silver Tower of Yllathyra, the Elven sages and mystics taught the elder magic to human children, in an effort to bridge the divide between the two races. The nature of mankind being what it is, however, it became obvious that such an endeavor could only result in tragedy and war. Here are the stories of the heroes and villains who fought at the Silver Tower.This anthology of Dark Fantasy Flash Fiction contains ten exciting stories.Each self-contained tale is exactly ...

“The sweat-shop was for me the cradle of liberty. . . It was my first university.” Attending lectures and the New York theatre at night; by day sewing sleeves into shirts in a ghetto shop, Marcus Eli Ravage began his transformation from “alien” to American. His 1917 autobiography is a paean to the transformative power of education. Ravage emigrated from Rumania in 1900, at the age of 16. After working for several years as a “sleever” to save money, he enrolls in the University of Missouri ...

Grandma Mouse's Broom teaches young children the importance of cleanliness through the use of playful rhyme and colorful illustrations set within a southwest American-Indian cultural background. Written in both English and Spanish, Grandma Mouse's Broom offers wisdom for both children and parents. La Escobita de la Ratita Abuelita enseña a los niños la importancia de la limpieza a través del rimo y deslumbrantes dibujos dentro de un antecedente culturual del Indio Americano del Sur oeste. ...

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found ...

R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are safe and effective, and actuaries use it to assess financial risks and keep economies running smoothly.The Art of R Programming takes you on a guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anon...

Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.You'll learn common considerations and key decision points when implementing pipelines, such as batch versus streaming data ingestion and build versus buy. This book...

MATLAB: A Practical Introduction to Programming and Problem Solving, Second Edition, is the only book that gives a full introduction to programming in MATLAB combined with an explanation of MATLAB's powerful functions, enabling engineers to fully exploit the software's power to solve engineering problems. The text aims to provide readers with the knowledge of the fundamentals of programming concepts and the skills and techniques needed for basic problem solving using MATLAB as the vehicle....

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embed...

This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice of Python machine learningFully updated and expan...