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.

Everything about Jupiter is big! Its size is big. Even its storms are big! Get the big and small facts about this gas giant that can be seen glowing in the night sky.

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.

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.

Quinn can barely handle her own life. When the Library of Everywhere discovers her compatible magical signature, suddenly, she is the sole existing potential librarian. Now, it's not only the weight of her world on her shoulders—Quinn must connect with the library system before the universe itself disintegrates. Once she's settled, it should be quiet, peaceful work—just as soon as she battles a few engorged bookworms, repairs hundreds of years of damage, and figures out why there's been no librarian for the last several centuries.

The manhunt has officially begun. Now the target of a game-wide Holy War, Ned is forced to flee the Onyx Sands. The odds are stacked against him; Tyrann has tens of thousands of followers, a religion that’s spreading like wildfire, and a powerful god that will be stepping into the world of EBO in a matter of days. Meanwhile, Ned’s allies are a squirrel-exploding bard, a repurposed home security system who takes her instructions far too literally, and a wildly unreliable talking axe named Frank. But even as the inevitable conflict draws closer, change is coming to EBO.

Earth is not well. The promise of starting life anew somewhere far, far away—no climate change, no war, no Twitter—beckons, and settling the stars finally seems within our grasp. Or is it? Critically acclaimed, bestselling authors Kelly and Zach Weinersmith set out to write the essential guide to a glorious future of space settlements, but after years of research, they aren’t so sure it’s a good idea.

Mars is famous for its coloring, but the fourth planet from the sun has more than that going for it. Discover more interesting facts and secrets about the famous "red planet."

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.

My life took a turn I never expected on the day the world ended. Suddenly forced to fight in a bloody arena by a faceless System, I find the only way to survive is to win. I’m told that ten victories in the arena will give me my freedom, but if I’m going to get there, I’ll need a crack team of hardened allies to fight with me. What I got instead was a bratty college girl with a jealousy streak, a momma’s boy roommate who now inhabits the body of a piglet, and a devastatingly gorgeous teacher whose sword is as sharp as her tongue.

More potatoes for the Potato Lord! More workers for the potato plantations! I have mastered the Mage, resisted Temptation, and even learned to brew my own System Cider. But soon the curtain between System zones will fall. What waits behind it? People? People on boars?!

After the discovery that the encampment outside of his Safe Zone is full of friendlies, Marc and his group finally have a chance to try to grow stronger again. The addition of an administrator for the Safe Zone as well as someone to coordinate its defenses finally allows Marc to feel like he can go out and do other things.

No more cute koala bears, bouncy kangaroos, or fuzzy wallabies. Now, everything is mutated and aggressive? Who made the spiders so big? The world's most dangerous continent just got a lot more dangerous, and no one, not even the alien Galactics who arrive, are ready for it.

Ten years ago, Amelia woke up alone and lost in a broken world where she had to fight for her survival. Now, after reaching the pinnacle of power, defeating the Void itself, and escaping the abyss, she has finally found her way back into the real world. But instead of returning to Earth, she arrives in the land of Vacuos. A fantasy world with magic, monsters, Classes, and Levels. A world that is governed by a System like it were a video game.

Three years ago, Lift asked a goddess to stop her from growing older - a wish she believed was granted. Now, in Edgedancer, the barely teenage nascent Knight Radiant finds that time stands still for no one. Although the young Azish emperor granted her safe haven from an executioner she knows only as Darkness, court life is suffocating the free-spirited Lift, who can't help heading to Yeddaw when she hears the relentless Darkness is there hunting people like her with budding powers. The downtrodden in Yeddaw have no champion, and Lift knows she must seize this awesome responsibility.

“Stress causes disease. Redox imbalance is why.” From that seven-word thesis, “One Disease: Redox Imbalance” builds the provocative case that stress-driven imbalance in the body’s oxidation/reduction (redox) systems, is central to the onset and progression of chronic diseases ranging from aging to cancer, heart disease, diabetes, mental illness and more. Author Michael Sherer has synthesized research drawn from over 250,000 articles on Pubmed, a repository of global medical research, to explain what redox imbalance is, why you and even your doctor are likely unaware of it, and to ...

The food system is broken, but there is a revolution underway to fix it. Bite Back presents an urgent call to action and a vision for disrupting corporate power in the food system, a vision shared with countless organizers and advocates worldwide.

After saving the world and defeating his enemies, Sloan has gained an incredible title and unmatched power in the system. Enjoying a decade of peace, his calm life is suddenly disrupted, pushing him towards a new journey and a new mission. A new enemy, known only as the Architect has emerged, causing chaos and breaking the balance. As new rifts appear, Sloan must explore unknown realms, find strong allies, and learn ancient secrets to stop the Architect's plans.

Until recently, microglia were thought to be merely the brain’s housekeepers, helpfully removing damaged cells. But a recent groundbreaking discovery revealed them to be capable of terrifying Jekyll and Hyde behavior. When triggered - and anything that stirs up the immune system in the body can activate microglia - they can morph into destroyers, impacting a wide range of issues from memory problems and anxiety to depression and Alzheimer’s. Under the right circumstances, however, microglia can be coaxed back into being angelic healers.

Capitalism, Socialism, and Democracy: Exploring the Evolution of Economic Systems and the Future of Democracy by Joseph A. Schumpeter is a seminal work that examines the dynamics of economic systems and their societal impact. Published in 1942, this influential book introduces the concept of "creative destruction," illustrating how innovation disrupts established industries to drive progress. Schumpeter explores the strengths and vulnerabilities of capitalism, arguing that its success ironically paves the way for its decline through institutional shifts and bureaucratic expansion.