Systems Science

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.

Living busily on Planet Earth, we rarely remember that we actually inhabit only a miniscule part of the universe. In The Planets and the Solar System, Jen Green paints the wider picture, and takes us on a journey across billions of kilometers in our galaxy, from our Sun to near and distant planets. Some, like Mercury, have a molten core surrounded with crust and spins quickly; Jupiter, on the other hand, is a big ball of gas.

It's been 10 years since Handry was wrenched away from his family and friends, forced to wander a world he no longer understood. But with the help of the Ancients, he has cobbled together a life, of sorts, for himself and his fellow outcasts. Wandering from village to village, welcoming the folk that the townships abandon, fighting the monsters the villagers cannot - or dare not - his ever-growing band of misfits has become the stuff of legend, a story told by parents to keep unruly children in line.

Benjamin's life was perfect. He'd just graduated from college and landed his dream job; he was finally ready to make his own way in life. However, before he could do that, he and his buddies decided to go on one last camping trip that changed everything. Suddenly, the five of them were ripped from their campsite on Earth by powerful magics, brought face-to-face with the might of the rune mages, and forced to become pawns in larger schemes.

In the aftermath of their last battle, several of Quinn's allies are still healing. In the meantime, while the Library and Lynx are still regaining all their memory pathways, Quinn must help resolve the mystery of the Ashiron pillar. But that's not their only problem. In order to expand the Library's power, more branches must be opened, but it's difficult to do that when not everyone is willing to return their books.

Jay Luckrun was your typical dorky weirdo. A lover of street dancing, anime, action movies, and comedy. But everything changed when a divine creature chose him to be a dungeon crawler of the Multiverse. He fought monsters in another dimension and returned home to slay hundreds of assassins. He's still a jokester. He tries to look past the consequences of having a System that he bends and breaks. It's fun gaining new levels, stats, skills, loot, and magical powers while teaming up with the most interesting people ever. Why stress over the small details?

Immortality comes at a steep price. Faced with a heartrending loss, Lox walks down a dark path. He knew there would be a cost for immortality, but he didn’t know he would have to face it so soon.

Ten years have passed since Captain Kirk and the Enterprise™ crew brought back humpbacked whales from the 20th century to communicate with the mysterious Probe which threatened Earth. The Probe is returning to Earth and has plotted its course, and the Enterprise must continue to delve into the mystery of its language, and its cosmic purpose to save Earth once again.

There is no shortage of democracy, at least in name, and yet it is in crisis everywhere we look. From a cabal of plutocrats in the White House to gerrymandering and dark-money campaign contributions, it is clear that the principle of government by and for the people is not living up to its promise. The problems lie deeper than any one election cycle. As Astra Taylor demonstrates, real democracy - fully inclusive and completely egalitarian - has in fact never existed. In a tone that is both philosophical and anecdotal, Taylor invites us to reexamine the term.

The world ended. Greg's real life finally began. For twenty-eight years, Greg survived the corporate trenches. Premium dark roast at 7 AM. Then, Rachel from HR policing the microwave. Brad stealing credit in projects. Then civilization collapsed. The dead rose. Society crumbled. Greg has never been happier.

The Supreme Court has always had the authority to issue emergency rulings in exceptional circumstances. But since 2017, the Court has dramatically expanded its use of the behind-the-scenes “shadow docket,” regularly making decisions that affect millions of Americans without public hearings and without explanation, through cryptic late-night rulings that leave lawyers—and citizens—scrambling. But Americans of all political stripes should be worried about what the shadow docket portends for the rule of law, argues Supreme Court expert Stephen Vladeck.

In World-Systems Analysis, Immanuel Wallerstein provides a concise and accessible introduction to the comprehensive approach that he pioneered 30 years ago to understanding the history and development of the modern world. Since Wallerstein first developed world-systems analysis, it has become a widely utilized methodology within the historical social sciences and a common point of reference in discussions of globalization.

In System Consolidation, Knox faces his greatest ordeal yet. The Titan System stands as a testament to order, drawing the gaze of friends and foes alike. To counter the looming threat of the Dark Titan, Knox and his allies are thrust into the Tower Challenge, seeking a mythical item crucial for victory. But their path is marred by treachery as nobles desperate to hold onto power scheme against them.

Ten years ago, the world changed. The System brought dungeons and monsters to earth. Billions were lost. While most try to rebuild, Claire chooses to take revenge on the people who took advantage of orphans in the chaos—100 names, 100 targets. In this often brutal story about a world in chaos, Claire will kill every target on her list. No matter what it takes.

Every year, millions of Americans are overcharged and underserved while the health-care industry makes record profits. We know something is wrong, but the layers of bureaucracy designed to discourage complaints make pushing back seem impossible. Never Pay the First Bill is the guerilla guide to health care the American people and employers need. Drawing on 15 years of investigating the health-care industry, reporter Marshall Allen shows how companies and individuals have managed to force medical providers to play fair and shows how you can, too.

John wakes up in a familiar place, only to find a world that is different from what he knows. In order to protect those he loves, John must sift through his memories to ensure his previous ending doesn’t become true once more. He might have brought knowledge of the future back to the past, but this time, he finds his enemies much earlier. How will he tell Sarah, who does not remember the love they shared or the adventures they had, who he really is? Old debts are repaid, and new friends are made as he carves out a familiar path to the top.

Jebediah Trapper is a ticking time bomb. After sort of saving the day months ago, he's got a nuclear bomb attached to him in the Fate Dimension, where magic and potential collide. Jeb just wants to defuse himself before he collapses into a sickly pile of green goo or ignites in a city-destroying blast. There's just one problem: The world doesn't slow down because you've got a nuclear hangnail. Mab, Queen of the Fae wants him for unknown, yet most likely sinister reasons. A mysterious, abhorrent entity is making him an offer he can't refuse, and the undead are getting organized.

Before he was the super confident, snarky AI saving Siv Gendin and his friends’ bacon on a regular basis, Silky worked with his first human companion, Eyana Ora, an Empathic Services agent. This was the mission where it all began. Two centuries before the Fall of the Benevolence. A simple covert mission to spy on the Krixis, a telepathic alien race, turns into a desperate bid to save mankind when Silky and Eyana uncover a plot to use a secret super-weapon. But the weapon, a lost piece of ancient technology, holds secrets that neither side expected.

Knowing where to start when learning a new skill can be a challenge, especially when the topic seems so vast. There can be so much information available that you can't even decide where to start. Or worse, you start down the path of learning and quickly discover too many concepts, commands, and nuances that aren't explained. What you learn in Linux for Beginners applies to any Linux environment including Ubuntu, Debian, Linux Mint, RedHat, Fedora, OpenSUSE, Slackware, and more.

The Nazis did not really lose World War II. They made it appear that way in order to divert attention from the alliance between the Fourth Reich and the race of aliens known as the Reptilians - an ancient galactic civilization obsessed with conquest and domination. After the German surrender in 1945, the Nazi-Reptilian alliance infiltrated the US military-industrial complex.