Systems Science

A decade ago, developers built information-sharing software by writing a lot of custom code in a single code base, then adding layers of caching. Now we build information systems: interdependent software and services, data platforms, and event streams. Many of our software-to-systems initiatives fail, though, and when they do, we double down on traditional linear approaches. But linear thinking cannot resolve systems challenges. We need to shift to systems thinking.

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.

When the Doom System appeared, it shattered reality overnight. People took superhuman abilities, their only defense against a world that no longer made sense. But just as humanity began to adapt, the System changed the rules. Now, survival isn’t just a struggle. It’s a competition. For Hiro Johnson, staying alive has become a full-time job. The System twists the streets of New York into death traps, pitting survivors against monsters, hunters, and each other yet rewarding them with powerful skills and weapons.

Michael Grunwald, bestselling author of The Swamp and The New New Deal, builds his narrative around a brilliant, relentless, unforgettable food and land expert named Tim Searchinger. He chronicles Searchinger’s uphill battles against bad science and bad politics, both driven by the overwhelming influence of agricultural interests. And he illuminates a path that could save our planetary home for ourselves and future generations—through better policy, technology, and behavior, as well as a new land ethic recognizing that every acre matters.

You wake up and feel a tickle in your throat. Your head hurts. You’re mildly annoyed as you get the kids ready for school and dress for work yourself. Meanwhile, an epic war is being fought, just below your skin. Millions are fighting and dying for you to be able to complain as you head out the door. So what, exactly, is your immune system? In Immune, Philipp Dettmer, the brains behind the most popular science channel on YouTube, takes listeners on a journey through the fortress of the human body and its defenses.

Nick Vandal faces his greatest challenge yet in the Risen Tower, a place of trials and floors designed to test the survivors' limits. As Nick and his new companions battle through casino mazes—and relentless hordes—they uncover the truth behind the Admin's grand design. Hidden enemies within the survivors' ranks plot to sabotage their progress, and success is far from guaranteed. Nick must use every resource, including his knowledge of the future, to navigate the challenges and forge alliances necessary to reach the top.

Since 1949, the Chinese Communist Party (CCP) has maintained unrivalled control over the country, persisting even in the face of economic calamity, widespread social upheaval, and violence against its own people. Yet the party does not sustain dominance through repressive tactics alone - it pairs this with surprising responsiveness to the public. The Party and the People explores how this paradox has helped the CCP endure for decades, and how this balance has shifted increasingly toward repression under the rule of President Xi Jinping.

On a summer night in 1984, 19-year-old UC Berkeley sophomore Karen Thomas leaves her uniformed patrol job at the University of California Police Department and walks home alone in darkness. At the threshold of her apartment a man assaults her at knife point. After a soul chilling struggle she manages to escape and call 911. Police catch her assailant, she identifies him, and he is arrested. Fast forward 2014, 30 years after her assault. Why does the body remember what the mind tries so desperately to forget?

Derek has saved villages and maybe even cities from overflowing dungeons. He later helped with the capture of one of the most despicable noblemen in the entire kingdom. After that, he, at the request of Prince Edgar, helped prevent upcoming danger by clearing a raid dungeon and keeping it from overflowing into the kingdom. Then, he and Silvi joined a war effort that began while he was clearing the dungeon.

Modern medical science has finally caught up to what traditional healing systems have known for centuries. Many traditional healing techniques and medicines are often assumed to be archaic, outdated, or unscientific compared to modern Western medicine. Nicole Redvers, a naturopathic physician and member of the Deninu K'ue First Nation, analyzes modern Western medical practices using evidence-informed Indigenous healing practices and traditions from around the world - from sweat lodges and fermented foods to Ayurvedic doshas and meditation.

The Leviathan is dead. Humanity has won the global mission but the price has been too high. Japan is in ruins, Honshu lies partially underwater, and the capital has been destroyed. The country has been left without leadership and tens of millions have perished, while monsters continue to hunt down the survivors. Ivan Susanin heads to the submerged Toyo as part of an expedition to find the missing raven, help evacuate the civilians and slay as many monsters as possible. And that's only on the surface.

When John Dawson and the rest of the residents of the Potato returned to Earth, they presented a difficult puzzle for the Realm: how can AIs and spaceships and life extension treatments be integrated into a society that has a medieval level of technology? King Harold taps Jack Ross to lead the effort, but new players - one friendly and one hostile - complicate his plans. Meanwhile... John Dawson evaluates how to use an intriguing new capability. Lord Jeffrey's new army is active and on the move. The Valkyrie-200 is threatened, and Alexis scrambles to protect it. Maestro falls in love and ...

Who controls American immigration policy? The biggest immigration controversies of the last decade have all involved policies produced by the President - policies such as President Obama protecting Dreamers from deportation and President Trump banning immigrants from several majority-Muslim nations. While critics of these policies have been separated by a vast ideological chasm, their broadsides have embodied the same widely shared belief: that Congress, not the President, ought to dictate who may come to the United States and who will be forced to leave. This belief is a myth.

In just seven days, the world will crumble. The System's Descent will usher in a new era of chaos: wild animals mutating, monstrous creatures emerging, and the cessation of modern technology. Humanity will be left defenseless. Drew Wright knows none of this. At least not until he is rudely ripped from his bed and thrust into a white room to undergo a taser-happy ‘Tutorial’. Turns out, he is one of a thousand randomly selected people to be forewarned of the approaching apocalypse. Now, he faces the delightful task of convincing his wife and mother of the devastation hurtling towards them.

This comprehensive guide to Microsoft Azure Data Engineering is designed to elevate your skills in data analytics, pipeline development, and Azure cloud solutions. Dive deep into essential concepts like data integration, ETL, SQL, Data Lakes, storage management, Data Governance, Data Strategy and big data architecture. This eBook is a Number #1 Best Seller in the following categories: #1 Data Warehousing #1 Computer Engineering #1 SQL Programming In today's job market, skilled Azure Data Engineers are rare, and their compensation reflects that rarity. They enjoy substantial salaries and the...

It’s not easy being a System Traveler. Well, the traveling part is hard, at least. But once Derek got his feet under him, he hit the ground running, saving an entire area from a massive dungeon overflow in the process. He even found some companions to help ease the massive hole inside him formed from spending decades alone in the void.

Ten years ago, deep within a rift, a choice was granted. Defeat the Demon King and end the apocalypse. Or take his power for themselves and keep the rifts open. Sloan chose an ending. His party turned against him. They killed him. They split his legacy and belongings amongst themselves. They hid the truth. They profited. Those heroes who betrayed the world. Now he’s back. Reborn. Reincarnated in a world where the system is life.

Jeb is settling into his role as the head of the biggest orphanage in the alien city of Solmnath, taking in hundreds of human children orphaned by the harsh trials of the Tutorial.

It has been a year since the initial outbreak of an infection resulting from a failed terrorist attack. No corner of the globe was spared. Millions simply died during the early days of the outbreak, many more survived with most of those survivors turned into permanently brain-damaged feral creatures. All forms of modern society had collapsed, governments no longer functioned, and electric lights and running water become a thing of the past. A handful of survivors with natural immunity to the virus are alone in a world that now belongs to the infected. Hunter Ashcroft, a wounded vet of the ...

In Capitalism, Alone, leading economist Branko Milanovic explains the reasons for this decisive historical shift since the days of feudalism and, later, communism. Surveying the varieties of capitalism, he asks: What are the prospects for a fairer world now that capitalism is the only game in town? His conclusions are sobering, but not fatalistic. Capitalism gets much wrong, but also much right - and it is not going anywhere. Our task is to improve it.