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Discover valuable machine learning techniques you can understand and apply using just high school math. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using Python and readily available machine learning tools. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.

When the Falkland Islands were invaded by Argentina in April 1982, Britain’s immediate response was to send a task force. But behind the pomp and bravado of its departure, a sober reality lurked. A mere 20 Sea Harriers operating from two aircraft carriers would take on the might of the Argentine air force, some 200 planes strong. The MOD estimated that within four days and against such formidable air power, half the harriers would likely be lost. To reinforce that meagre force, and in just three weeks, the Navy formed, trained and equipped a brand new squadron from scratch.

The revered New York Times bestselling author traces the development of technology from the Industrial Age to the Digital Age to explore the single component crucial to advancement—precision—in a superb history that is both an homage and a warning for our future. The rise of manufacturing...

As companies evolve to adopt, integrate, and leverage software as the defining element of their success in the 21st century, a rash of processes and methodologies are vying for their product teams' attention. In the worst of cases, each discipline on these teams - product management, design, and software engineering - learn a different model.

Dans ce livre plein de grâce, acclamé dans le monde entier, le forestier Peter Wohlleben nous apprend comment s'organise la société des arbres. Les forêts ressemblent à des communautés humaines. Les parents vivent avec leurs enfants, et les aident à grandir. Les arbres répondent avec ingéniosité aux dangers. Leur système radiculaire, semblable à un réseau internet végétal, leur permet de partager des nutriments avec les arbres malades mais aussi de communiquer entre eux.

Zuckertabletten, Röntgenbilder oder einfach nur der weiße Kittel von Arzt und Apotheker können uns gesund aber auch krank machen - wenn wir nur an die entsprechende Wirkung glauben. Unmöglich? Im Gegenteil! Ein Großteil aller Wirkungen beruht auf genau diesem Effekt. Eine Scheintablette ohne Wirkstoff, die von einem überzeugenden Arzt oder Apotheker gegeben wird, kann wirksamer sein als ein lustlos abgegebenes "echtes" Präparat. Farbe, Form und Größe der Tablette sind dabei für ihre Wirkung fast genauso bedeutend wie der Wirkstoff.

Energy is vital for a good standard of living, and much of the world's population does not have enough. Affordable and adequate sources of power that do not cause climate change or pollution are crucial; and renewables provide the answer. Wind and solar farms can now provide the cheapest electricity in many parts of the world. Moreover, they could provide all of the world's energy needs. 

In this no-holds-barred treatise, Donald Shoup argues that free parking has contributed to auto dependence, rapid urban sprawl, extravagant energy use, and a host of other problems. Planners mandate free parking to alleviate congestion but end up distorting transportation choices, debasing urban design, damaging the economy, and degrading the environment. Ubiquitous free parking helps explain why our cities sprawl on a scale fit more for cars than for people. But it doesn't have to be this way.

Science world luminary John Brockman assembles twenty-five of the most important scientific minds, people who have been thinking about the field artificial intelligence for most of their careers, for an unparalleled round-table examination about mind, thinking, intelligence and what it means to...

As the world's foremost cycling nation, the Netherlands is the only country where the number of bikes exceeds the number of people, primarily because the Dutch have built a cycling culture accessible to everyone, regardless of age, ability, or economic means. Building the Cycling City examines the triumphs and challenges of the Dutch while also presenting stories of North American cities already implementing lessons from across the Atlantic. 

Brought to you by Penguin. The adventure filled memoir written and read by the world's most beloved trainspotter, TikTok sensation Francis Bourgeois. 'Thrashing builds and builds. I look down and pull up my sleeve: I've got goosebumps, making all the hairs on my arm stand on end. I'm absolutely...

It was 13 October 1972. Uruguayan Air Force Flight 571, carrying a team of young rugby players, their families and friends, took off for the very last time. A deadly miscalculation saw F571 crash directly into the Andean mountains to devastating consequences: the body of the plane broke violently into two, its floor torn to smithereens; seats flew out of the air taking passengers with them. In the weeks that followed, the remaining people who were on board - the society of the snow - emerged to fight a dire, gruelling battle for survival.

A finalist for the PEN/E. O. Wilson Literary Science Writing Award The gripping story of the most important overlooked commodity in the world--sand--and the crucial role it plays in our lives. After water and air, sand is the natural resource that we consume more than any other--even more than...

Rust in Action introduces the Rust programming language by exploring numerous systems programming concepts and techniques. You'll be learning Rust by delving into how computers work under the hood. You'll find yourself playing with persistent storage, memory, networking and even tinkering with CPU instructions. The book takes you through using Rust to extend other applications and teaches you tricks to write blindingly fast code.

A WALL STREET JOURNAL AND GLOBE AND MAIL BESTSELLER An essential introduction and guide to navigating the next Internet revolution—everything from the metaverse and NFTs to DAOs, decentralized finance, and self-sovereign identity—from the co-author of the international bestseller Blockchain...

Territorium kann ein physisches oder geistiges Gebiet sein. Wir brauchen Territorien und ihre Grenzen. Aber wo hört die Grenze auf? Wo fängt das Miteinander an? Jeder kennt das: Wir sitzen in der S-Bahn, und plötzlich setzt sich jemand neben uns, obwohl viele andere Plätze frei sind. Uns stört dieses Verhalten. Warum rückt uns jemand so nah? Wir fühlen uns unwohl, vielleicht ärgern wir uns sogar.

Technology has gradually transitioned from wired to wireless over the years with tons of benefits. From the internet of things to wireless communication, we are all witnesses of the huge benefits of wireless technologies. This audiobook covers various subjects and highlights both the benefits and challenges of wireless technologies.

Die Mini-PV-Anlage als Balkonkraftwerk: Ein Leitfaden, der keine Fragen offen lässt. Wer ein Balkonkraftwerk kaufen möchte, sollte sich informieren, auch um Überraschungen zu vermeiden. Dieser Leitfaden liefert eine fundierte Entscheidungsgrundlage. Viele Detailfragen zu Anschaffung, Installation und Rentabilität werden genauso geklärt wie die Frage, welchen Beitrag eine leistungsbegrenzte Anlage zum großen politischen Ziel des Klimaschutzes beitragen kann. Das Buch ist eine Pflichtlektüre für kosten- und umweltbewusste Ratsuchende.

Veteran flight instructor and educator Mike Thompson applies principles of educational psychology to the FAA-H-8083-9A Aviation Instructor’s Handbook. Using simple, down-to-earth language, Thompson examines how to enable genuine teaching by developing the student-instructor relationship. Thompson applies his knowledge of how people really learn and how to build effective student-teacher relationships to provide flight instructors with skills they can use to encourage deep and advanced learning.

Leading an HVAC company can seem like a daunting task, with too few hours in the day, too many petty management issues, and problems HVAC contractors in large businesses don't seem to face. The E-Myth HVAC Contractor offers you a road map to create a business that's self-sufficient, growing, and highly profitable. Take your company to levels you didn't think possible with this unique guide!