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.

In the far reaches of the galaxy, a machine of war bursts into existence in a place and time it was never meant to be. On a mission of retribution for the destruction of his planet, its half-mad captain seeks the death of every intelligent being, and the annihilation of every civilized world. Kirk and Spock, two completely different and unyielding personalities must find a way to lead the only crew, aboard the only ship, that can stop him.

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.

There is a huge, bold black streak in the sky. Branches appear out of nowhere over North America, Southern Europe, and Central Africa. People who live beneath The Rift can see it. But scientists worldwide are distressed - their equipment cannot pick up any type of signal from it. The rift appears to consist of nothing. Literally. Nothing. Nada. Niente. Most people are curious but not overly concerned. The phenomenon seems to pose no danger. It is just there. Then something jolts the most hardened naysayers, and surpasses the worst nightmares of the world's greatest scientists.

People have long been curious about the solar system. Since the 1960s, several probes, orbiters, landers, and rovers have been sent out to explore and study the planets and their moons. What incredible discoveries were made during these daring missions? And what will be needed for humans to visit the planets in person? Max Axiom and the Society of Super Scientists learn about various missions to other planets and the risks involved with sending people across the solar system and beyond.

A groundbreaking major best seller in Italy, Gomorrah is Roberto Saviano's gripping nonfiction account of the decline of Naples under the rule of the Camorra, an organized crime network with a large international reach and stakes in construction, high fashion, illicit drugs, and toxic-waste disposal. Known by insiders as "the System," the Camorra affects cities and villages along the Neapolitan coast

Jake's monster girls just want to have fun, but success always brings new challenges. After his embarrassment in the Trials, an evil god wants vengeance, and he'll stop at nothing to get it. Despite his sound defeat, Apophis's plot is going to make it difficult for Jake's party to enjoy their hard-won freedom. Meanwhile, the true perils of the war with Tartarus loom on the horizon. Join Jake and his growing family as they face fresh challenges and summon a new ally that's a lot more than they can handle. The giant dark elf lamia proves to be as difficult to deal with as she is powerful.

The United States incarcerates more of its residents than any other nation. Though home to five percent of the global population, the United States has nearly 25 percent of the world’s prisoners - a total of over two million people. This number continues to steadily rise. Over the past 40 years, the number of people behind bars in the United States has increased by 500 percent.

Galileo’s Dialogue Concerning the Two Chief World Systems compares the Copernican or Heliocentric system with the Ptolemaic or Peripatetic, system of the cosmos. Published in Florence in 1632, it resulted in him being tried before the Inquisition. Using the dialogue form, Galileo masterfully shows the truth of the Copernican system that the Earth revolves around the Sun. The Dialogue is one of the most important treatises ever written. A work of supreme clarity and accessibility, it remains as accessible now as when it was published.

Hal Mason's still going to find surviving the System Apocalypse challenging. While bringing in his latest fugitive, Hal's payday is interrupted by the translucent blue boxes that herald Earth's introduction to the System - a galaxy spanning wave of structured mystical energy that destroys all electronics and bestows game-like abilities upon mankind. With society breaking down and mutating wildlife rampaging through the city of Pittsburgh, those who remain will sacrifice anything for a chance at earning their next Level.

On March 16, 2018, just 26 hours before his scheduled retirement from the organization he had served with distinction for more than two decades, Andrew G. McCabe was fired from his position as deputy director of the FBI. President Donald Trump celebrated on Twitter: "Andrew McCabe FIRED, a great day for the hard working men and women of the FBI - A great day for Democracy." In The Threat: How the FBI Protects America in the Age of Terror and Trump, Andrew G. McCabe offers a dramatic and candid account of his career and an impassioned defense of the FBI.

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.

System administration has become a very important criterion to be satisfied for an organization in need of a strong IT infrastructure. Thus, efficient Linux administrators are required everywhere. Linux system administration is a very much in-demand IT skill. Thus, it is very much essential to learn the skills. A system administrator must be efficient enough to manage various kinds of internet applications inclusive to DNS, Apache, RADIUS, MySQL, PHP, etc. He should also be able to provide training and support to other server administrators of the organization.

You've probably seen it before: a human brain dramatically lit from the side, the camera circling it like a helicopter shot of Stonehenge, and a modulated baritone voice exalting the brain's elegant design in reverent tones... to which this book says: Pure nonsense.

“Kill it with fire”, the typical first reaction to a legacy system falling into obsolescence, is a knee-jerk approach that often burns through tons of money and time only to result in a less efficient solution. This book offers a far more forgiving modernization framework, laying out smart value-add strategies and proven incremental techniques that work equally well for ancient systems and brand-new ones.

The Commander of Champions thrives in this environment. His powers can only grow stronger from here. Commander Jay Luckrun has a lot of names. One of those names is Beheader of the 72 Immortals. Everywhere he goes, many people and creatures are afraid of him for what he's achieved with his overpowered magic. Their fear is so great that Jay and his pantheon are facing the greatest fight Earth has ever witnessed—A war with the USA.

Weaving together cutting-edge social science with riveting stories that take us from the front lines of the Volkswagen scandal to backstage at the Oscars, and from deep beneath the Gulf of Mexico to the top of Mount Everest, Chris Clearfield and András Tilcsik explain how the increasing complexity of our systems creates conditions ripe for failure and why our brains and teams can't keep up. They highlight the paradox of progress: Though modern systems have given us new capabilities, they've become vulnerable to surprising meltdowns - and even to corruption and misconduct.

Estimating the cost of a project is critical to your business success. Done correctly, your company is profitable. Done wrong, you lose money. Michael Stone, a successful construction business consultant and trainer, shares his years of experience estimating residential projects in this manual. Estimating isn't difficult when you have a system. The purpose of this book is to help you create that system. It's an approach that helps you estimate without having to think about the process. An orderly approach makes estimating easier and more accurate.

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.

There's no way home. Not for John Lee. His search for answers for the System Quest has taken him deep into the Forbidden Zone, into the very arms of his enemies. He's betrayed family and friends and been betrayed in turn. The most powerful human in the System has come to the final leg of his journey.