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Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

Volume one of the Stories of the Unfortunate. This edition is focused on stories inspired by true events. This book includes ghosts, ouija boards, and scary stories from childhood.

In the not-too-distant future, a 21-member crew launches from Earth. Their mission: to establish a temporary colony on Mars. Little do they know that colony will become permanent–and the last stand of the human race. Because, without warning, every single person left on Earth simply...vanishes. Now, a thousand years later, the resources needed to sustain life are running out, and the very existence of the Mars colony is threatened. Humankind has only one option–to return to its home planet.

In the kingdom of Eynhallow, Princess Ythsie is preparing to choose a husband, in order to secure the kingdom’s future. Everything changes when Stroma, a skilled fighter from a remote village, becomes her new bodyguard. As mysterious deaths rock the palace, Ythsie and Stroma uncover a web of ancient magic and deadly court intrigue. The princess discovers she has a rare and dangerous gift - the ability to communicate with the Deathless, Eynhallow's cursed undead army.

Aidan Thomas is a hard-working family man and a somewhat beloved figure in the small upstate New York town where he lives. He’s the kind of man who always lends a hand and has a good word for everyone. But Aidan has a dark secret he’s been keeping from everyone in town and those closest to him. He’s a kidnapper and serial killer. Aidan has murdered eight women and there’s a ninth he has earmarked for death: Rachel, imprisoned in a backyard shed, fearing for her life.

Daughters are the Ang family’s curse. In 1948, civil war ravages the Chinese countryside, but in rural Shandong, the wealthy, landowning Angs are more concerned with their lack of an heir. Hai is the eldest of four girls and spends her days looking after her sisters. Headstrong Di, who is just a year younger, learns to hide in plain sight, and their mother—abused by the family for failing to birth a boy—finds her own small acts of rebellion in the kitchen.

Discover how specific sound frequencies can gently guide your brain into states of focus, calm, creativity, or restful sleep—no pills, no side effects, just the power of sound.

Julie Chan, a supermarket cashier with nothing to lose, finds herself thrust into the glamorous yet perilous world of her late twin sister, Chloe VanHuusen, a popular influencer. Separated at a young age, the identical twins were polar opposites and rarely spoke, except for one viral video that Chloe initiated (Finding My Long-Lost Twin And Buying Her A House #EMOTIONAL). When Julie discovers Chloe’s lifeless body under mysterious circumstances, she seizes the chance to live the life she’s always envied.

When it comes to love and art, Rooney Gao believes in signs. Most of all, she believes in the Chinese legend that everyone is tied to their one true love by the red string of fate. And that belief has inspired her career as an artist, as well as the large art installations she makes with (obviously) red string. That is until artist’s block strikes and Rooney begins to question everything. But then fate leads her to the perfect guy.

九牛一毛和史学家司马迁有什么关系？二桃三士这个成语中，晏子又是如何用三个桃子，就除掉了齐景公的心腹大患？听《成语故事》，借用古人智慧，享受现代人生。…… 九牛一毛和史學家司馬遷有什麼關係？二桃三士這個成語中，晏子又是如何用三個桃子，就除掉了齊景公的心腹大患？聽《成語故事》，借用古人智慧，享受現代人生。

Julie Chan didn’t mean to steal her identical twin’s life. She meant to call the police when she found the body. She meant to dial 911. Except when she unlocked Chloe’s phone to make that call, she also gained access to her estranged sister’s sponsorship deals, her followers, her wealth, her whole life. And Julie’s not prepared to give it back. Not yet. So it's goodbye Julie... Now all Julie has to do is keep her head down and blend in with the beautiful Belladonnas, the tribe of influencers who had welcomed Chloe in to their inner circle before she died.

A grieving mother makes a spreadsheet of everyone she’s lost. Elsewhere, a professor develops a troubled intimacy with her hairdresser. And every year, a restless woman receives an email from a strange man twice her age and several states away. In Yiyun Li’s stories, people strive for an ordinary existence until doing so becomes unsustainable, until the surface cracks and the grand mysterious forces—death, violence, estrangement—come to light. And even everyday life is laden with meaning, studded with indelible details.

Today's technology has made sinful experiences and deadly choices accessible to our teenagers and young adults with just a click. And parents are left with the disappointments—and devastating fallout—of their children's choices. Through sharing her own story of praying three very wayward prodigals home, Laine Lawson Craft offers not only hope and insight, but also a practical, tried-and-true battle plan for parents walking this heartbreaking season of life.

A thousand years ago, the mortal realms of Kalemnar were separated from the land of the Fae by a dark, poisonous mist that takes lives with all the cruelty of the sharpest blade. Lyrinn Martel has been told all her life that the Fae deserted their lands long ago, leaving them to decay and ruin. Rumors still swirl to this day that the Immortals were malevolent creatures, bent on destroying the realms of humans, and that their departure was a welcome blessing.

Planets in our solar system have so many cool facts about them that scientists have made very complicated to understand. This book has taken some of the most amazing facts and repackaged them in a way that makes it easy for kids to understand. From the most basic facts right through to some of the most amazing and not well know ones, this book covers everything a child would love to know.

So, it turns out Titan power is pretty awesome. Only I can’t control my new gift and that’s not only embarrassing but also dangerous. And I’m sure our new professor is one of the two demons I accidentally let loose in Olympus. Icarus says we should lay low for a while but every time Professor Neos flashed me those red eyes I want to challenge him. And when students start collapsing to the ground with their souls stolen, I don’t have a choice but to act.

Four romance writers. Four failed marriages. Can they create the perfect man? Romance writers should be experts on love, but that’s not the case with Libby Day and her friends. Although they can come up with great stories on the page, their relationships in real life are all miserable failures. While on a writing retreat in the mountains, they decide to try to pen the perfect man—the kind that only exists in a novel.

We have to follow a series of clues across some of the most dangerous parts of Olympus, to try and free a Titan trapped by the Lord of the Olympians himself. And even more confusing, my absent mom has finally decided to show up. It's not going to be easy, but it's the only way we can save the souls that were stolen by the demon that I let loose. My mistake cost innocent people their souls. And now I'm the only one who can fix it.

Spend twenty-four hours with the ancient Chinese. Travel back to AD 17, during the fourth year of the reign of Wang Mang of the Han dynasty, a vibrant and innovative era full of conflicts and contradictions. But as different as the Han culture might have been to other great ancient civilizations, the inhabitants of ancient China faced the same problems as people have for time immemorial: earning enough money, coping with workplace dramas, and keeping your home in order.

On her 17th birthday, Ashen Spencer is blindfolded and escorted to the massive, mysterious building known as the Arc to begin her year of training and testing in hopes that she can earn the Cure - a powerful drug given only to those deemed worthy to survive beyond their 18th birthday. Ashen has a chance to rise up from her former life of squalor and be granted a place in society, if the Panel - the mysterious group of powerful men and women in charge of the Arc - deems her year a success.