Learning Science

Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.

Leading an HVAC company can seem like a daunting task, with too few hours in the day, too many petty management issues, and problems HVAC contractors in large businesses don't seem to face. The E-Myth HVAC Contractor offers you a road map to create a business that's self-sufficient, growing, and highly profitable. Take your company to levels you didn't think possible with this unique guide!

In the tradition of Dale Russakoff's The Prize and Dana Goldstein's The Teacher Wars, Wexler brings together history, research, and compelling characters to pull back the curtain on this fundamental flaw in our education system - one that fellow reformers, journalists, and policymakers have long overlooked, and of which the general public, including many parents, remains unaware.

When a seemingly invulnerable clay golem begins making random attacks on London, Nathaniel and Bartimaeus must travel to Prague to discover the source of its power Meanwhile Kitty and the Resistance attempt their most audacious plot yet…robbing the beloved magician Gladstone's tomb in Westminster Abbey.

Sara Ahmed examines what we can learn about power from those who complain about abuses of power. Drawing on oral and written testimonies from academics and students who have made complaints about harassment, bullying, and unequal working conditions at universities, Ahmed explores the gap between what is supposed to happen when complaints are made and what actually happens. Following a long lineage of Black feminist and feminist of color critiques of the university, Ahmed delivers a timely consideration of how institutional change becomes possible and why it is necessary.

In the medieval and fantastic realm of Tortall, Keladry of Mindelan (known as Kel) is the first girl to take advantage of the decree that permits females to train for knighthood. Up against the traditional hazing of pages and a grueling schedule, Kel faces only one real roadblock: Lord Wyldon, the training master of pages and squires. He is absolutely against girls becoming knights. But Kel is not a girl to underestimate.

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.

Book two left off with Gregor reading the Prophecy of Blood: a prophecy that calls for Gregor and Boots to return to the Underland to help ward off a plague. But this time, Gregor's mother refuses to let Gregor return to the Underland...until the rat Ripred assures the family that Gregor and Boots are needed only for a short meeting, which the crawlers will attend only if their "princess" Boots is present.

This is the ONLY study material you need for the current Canadian Citizenship test. Maybe you’re worried about not passing your examination on the first attempt? Or maybe you have no idea where to begin preparing for the test?

Each story in this popular and critically acclaimed series has been read by the talented actor, Victor Garber. Now fans who can't get enough of the vampire bunny, Bunnicula, will have something new to add to their collection.

Cat doesn't mind living in the shadow of his sister, Gwendolen, the most promising young witch ever seen on Coven Street. But trouble starts brewing the moment the two orphans are summoned to live in Chrestomanci Castle. Frustrated that the witches of the castle refuse to acknowledge her talents, Gwendolen conjures up a scheme that could throw whole worlds out of whack.

From best-selling author Jon Krakauer, a stark, powerful, meticulously reported narrative about a series of sexual assaults at the University of Montana - stories that illuminate the human drama behind the national plague of campus rape.

While the good creatures of Redwall Abbey relax during the hot summer, the mountain stronghold of Salamandastron is under siege. Ferhago the Assassin and his band of vicious weasels throw all their fury against Lord Urthstripe the Strong, Badger Lord of Fire Mountain and ruler of Salamandastron. When a lightning bolt uncovers the sword of Martin the Warrior, young Samkin begins an adventure that leads him toward the battle...and toward the ultimate triumph of good.

We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.

Condensed from more than three million words, these conversations involve housewives and cabinet ministers, professors and assembly-line workers, on the subject of how traditional psychology can illuminate current human, social, and spiritual problems. More than 100 tales and extracts from Sufi lore, ranging from the eighth century (Hasan of Basra) to the modern Afghan poet Khalilullah Khalili, are woven into Shah’s narratives of how and why the Sufis learn what they learn and how spiritual understanding develops and deteriorates in all societies.

The Sword of Dyrnwyn, the most powerful weapon in the kingdom of Prydain, has fallen into the hands of Arawn-Death-Lord. Now Taran, Assistant Pig-Keeper, and Price Gwydion lead an army against the powerful lord. After a winter expedition filled with danger, Taran's forces arrive at Mount Dragon, evil's stronghold. There Tara is forced to make the most crucial decisions of his life as he confronts the evil enchantress Achren and the diabolical Arawn.

People are now exposed to more information than ever before, provided both by technology and by increasing access to every level of education. These societal gains, however, have also helped fuel a surge in narcissistic and misguided intellectual egalitarianism that has crippled informed debates on any number of issues. Today, everyone knows everything and all voices demand to be taken with equal seriousness, and any claim to the contrary is dismissed as undemocratic elitism.

Wednesday has rolled around, and Arthur Penhaligon has an invitation to return to the House that he can't refuse. Drowned Wednesday has sent a ship to pick him up from the hospital...even though his hometown is miles away from any ocean.

From earliest experimentation to habitual excess to full-blown abuse, 24-year-old Koren Zailckas leads us through her experience of a terrifying trend among young girls, exploring how binge drinking becomes routine, how it becomes "the usual". With the stylistic freshness of a poet and the dramatic gifts of a novelist, Zailckas describes her first sip at 14, alcohol poisoning at 16, blacked-out sexual experience at 19, and total disorientation after waking up in an unfamiliar New York City apartment at 22.

We all want to help students learn to read, but what happens when 67 percent of children don’t get that chance? 2022 National Report Card data shows that is the reality in the United States right now. But it does not have to be this way!