Python data mining and machine learning in action

Twins Scarlett and Thomas have been learning about the Maya at school. They even had a go at making hot chocolate from cacao beans. When Grandad falls ill, the twins know what the perfect cure will be – hot chocolate! They nervously borrow Grandad’s time machine and travel back to the time of the Mayas. Scarlett pretends to be a god, and gets taken in by the royal family. Thomas is not quite so lucky, and ends up playing for his life in a brutal Mayan ball game. Watch out, Thomas, if you lose, you might be sacrificed to the gods! How far would you go to find the best hot chocolate?

Turn Excel into an unstoppable data-and number-crunching machine Microsoft Excel is the Swiss Army knife of apps. With over 470 built-in functions and countless custom formulas, the program can help make you the smartest guy or gal in any room. And now that it's been supercharged with Copilot—Microsoft's AI-powered helper—it's even easier to produce accurate and useful results anywhere, anytime.Best of all, it doesn't take an advanced degree in mathematics or data science to take full advantage of Excel's functionality. Just grab a copy of this latest edition of Excel Formulas & Functions For Dummies and get a flying start on the Excel functions and formulas that power up your data superpowers. With this book, you'll: Learn to create and use hundreds of formulas and functions, correct common mistakes, and make calculationsDiscover how to analyze data and calculate statistics, and even work with dates and timesUse the ever-evolving, AI-powered Copilot to expand Excel's functionality

Brody's Human Pharmacology is a well-established and much-loved textbook that guides students of medicine, pharmacology and other health professions through pharmacology from both basic and clinical perspectives.What can be a very difficult and complex topic is divided into easily digestible chapters, each of which is clearly structured from a therapeutic overview to mechanisms of action, relationships to clinical responses, pharmacokinetics, pharmacovigilance, new developments, and clinical relevance for all health professionals.Contains all the essential aspects of pharmacology - suitable for exam preparationFull color illustrations explain important processes and color-coded boxes enhance understandingTherapeutic overviews, clinical problems and trade names - everything you need to knowSelf-assessment questions and further reading to reinforce learningCurrent developments for each class of drugs and how information relates to students in the healthcare professions bring learning to

A HUMAN-CENTERED APPROACH TO ARTIFICIAL INTELLIGENCE WILL ENSURE HUMAN CONTROL OVER POWERFUL AND HELPFUL FUTURE MOBILE DEVICES AND SERVICESResearchers, developers, business leaders, policy makers, and others are expanding the technology-centered scope of artificial intelligence (AI) to include human-centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view to embrace a human-centered perspective can shape the future of technology to better serve human needs. The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities.However, as many technology companies and thought leaders have said, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman aims to produce an optimistic, realistic, guide to how artificial intelligence can be used to augment and enhance humans' lives. This

為【劍橋英語教學大師口袋書系列】書籍，內容以「如何有效運用AI提升語言教學」為主軸，提供教學實務上的運用指南與建議，可做為英語教師師培課程用書或課程設計參考書。In this user-friendly book, Nicky Hockly draws on research and her own experience to examine the benefits and challenges of using AI in language teaching. The book provides a range of guidance on good practices in using the technology, with simple tips for applying the learning. It explores some of the key ethical, moral, philosophical and legal questions around using AI and covers topics including accessibility, data ownership and concerns around students cheating. The book also includes support for using AI to help teachers and learners develop. Nicky Hockly's 30 Essentials for Using Artificial Intelligence is an essential guide for teachers of all levels of experience.

Models and Applications of Tourists' Travel Behavior provides an overview of all possible approaches to modeling tourists' travel behavior, helping readers decide which theoretical approach should be chosen depending on the available type of data. It focuses on the connection between traditional travel behavior theories and tourist studies and introduces specific tourist contexts in travel demand modelling. It goes beyond the theoretical background of tourist travel behavior modeling and offers a practical understanding for choosing the right model and sourcing the right data. The book begins with the role of transport in tourist' travel behavior, then employs a literature review to establish the necessary background on the topic. It then goes on to describe theoretical approaches, descriptive approaches, and statistical approaches for modelling. It discusses choice models based on both Stated Preference Data and Revealed Preference Data. It concludes with chapters on machine learning

Pete the Cat helps the Wright brothers build their first flying machine in this historical fiction Level 1 I Can Read from New York Times bestselling creators Kimberly and James Dean. When Pete the Cat learns that the Wright brothers' flying machine can’t fly without the wind, he has an idea. What if it didn’t need wind to fly? Together, the cats invent the perfect solution. Pete may even get the chance to fly! This early reader includes an author’s note about the real life Wright brothers and the true story of the first flight. Find out in this Level 1 I Can Read book complete with original illustrations from the creators of Pete the Cat, Kimberly and James Dean. Pete the Cat and the Wright Brothers is perfect for children learning to sound out words and sentences. Whether shared at home or in a classroom, the short sentences, familiar words, and simple concepts of Level One books support success for children eager to start reading on their own.

An adrenaline-filled manga set in a high school for delinquents who are now heroes protecting their town. A fierce, new student arrives at the school determined to fight his way to the top and become the strongest of them all. This edgy, action-packed manga is guaranteed to excite fans of Tokyo Revengers and other stories about high school delinquentsWho Needs Friends Anyway?Haruka Sakura never had a close friend, let alone several. As he grapples with his fear of rejection, he turns to Kaji, the class leader of the second years, for some much-needed advice. Following an impromptu party involving Sakura's favorite omelette rice, he meets Tsubakino, one of the Four Kings. Fascinated by the upperclassman's outspoken and confident personality, what will Sakura discover about himself while learning about Tsubakino's past?

The synergy between Artificial Intelligence (AI) and the Internet of Things (IoT) is shaping the future of technology and opening a world of unprecedented possibilities. Artificial Intelligence of Things (AIoT): Current and Future Trends brings together researchers and developers from a wide range of domains to share with readers their ideas about how to implement technical advances, application areas for intelligent systems, and development of new services and smart devices connected to the Internet through a variety of wireless technologies. Parallel to this, new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, and computing power are opening the way to new domains, services, and business models beyond the traditional mobile Internet. These new areas in turn come with various requirements in terms of reliability, quality of service, and energy efficiency. In Artificial Intelligence of Things readers learn about the challenges and requiremen

"My favourite contemporary children's author is Philip Reeve" - Charlie Higson An epic, thrilling, action-packed city-eat-city adventure starring brave fighter Tamzin Pook, who must travel from the spectator sport combat arena in Margate to the Thunder City, where a chilling, ruthless villain has seized power. She will face Revenants - animal/machine hybrids with ferocious appetites - dangerous mercenaries and must learn to trust a group of oddballs whose eccentricities mask their huge hearts and steadfast courage. The Mortal Engines series has sold over half a million copies in the UK alone via Nielsen Bookscan.Its epic appeal crosses all age ranges Reeve’s novels have won the Guardian Children’s Award, Blue Peter Award, Smarties Gold Prize and the Carnegie Medal. Mortal Engines is now a feature film produced by Lord of the Rings director, Peter Jackson

A YA true account of seven Danish teens who dared to fight the Nazi war machine, from a National Book Award– and Newbery Honor–winning author.Overwhelmed by Nazi aggression at the outset of World War II, Denmark did not resist German occupation. Deeply ashamed of his nation's leaders, fifteen-year-old Knud Pedersen resolved with his brother and a handful of schoolmates to take action against the Nazis into their own hands. Naming their secret club after the fiery British leader, the young patriots in the Churchill Club committed countless acts of sabotage, infuriating the Germans, who eventually had the boys tracked down and arrested. But their efforts were not in vain: the boys' exploits and eventual imprisonment helped spark a full-blown Danish resistance. Interweaving his own narrative with the recollections of Knud himself, Phillip Hoose tells young adult readers the inspiring story of these young war heroes in The Boys Who Challenged Hitler. This thoroughly-researched and document

The full origin story for Marvel’s most powerful Super Hero, Captain Marvel—perfect for early readers! This entry in Marvel’s chapter book series gives kids easy-to-read origin storis for all of their favorite Super Heroes.Carole Danvers is Captain Marvel, the mighty Super Hero who uses her super-powers to protect Earth from any threat coming its way. See Carol rise in the ranks of the Air Force and head up security at NASA! Discover how Carol—blasted with cosmic power from an other-worldly machine—gains the ability to fly and manipulate energy! Witness Carol come to terms with her unknown origins and defeat the alien threat facing Earth! This action-packed Marvel origin story tells the full tale of how Captain Marvel became a Marvel Super Hero.This early reader chapter book is perfect for young fans of Captain Marvel who are looking for her complete origin story. Marvel Origin stories can be read in any order.

The full origin story for Marvel's most powerful Super Hero, Captain Marvel--perfect for early readers! This entry in Marvel's chapter book series gives kids easy-to-read origin storis for all of their favorite Super Heroes. Carole Danvers is Captain Marvel, the mighty Super Hero who uses her super-powers to protect Earth from any threat coming its way. See Carol rise in the ranks of the Air Force and head up security at NASA! Discover how Carol--blasted with cosmic power from an other-worldly machine--gains the ability to fly and manipulate energy! Witness Carol come to terms with her unknown origins and defeat the alien threat facing Earth! This action-packed Marvel origin story tells the full tale of how Captain Marvel became a Marvel Super Hero. This early reader chapter book is perfect for young fans of Captain Marvel who are looking for her complete origin story. Marvel Origin stories can be read in any order.

Brand New for 2024, the ideal action-packed gift for Sonic the Hedgehog fans aged 6, 7, 8, 9, 10Welcome to the Official Sonic Annual! Packed with puzzles, quizzes, character stats, gaming timeline, classic comic story and updates in the world of Sonic – including brand new game Sonic X Shadow Generations!Farshore are the #1 annuals publisher in the UK (Bookscan TCM 2023)Ready to speed into puzzles, attack challenges, dash through quizzes and more? Then join your favourite blue hedgehog and his friends for plenty of brilliant activities!Fans of Sonic the Hedgehog will also enjoy learning about the past year’s exciting updates in the world of Sonic, as well as discovering fun facts about their favourite characters. Oh, and Dr. Eggman will be there too. Be ready to help Sonic thwart his evil plans…Get ready for the third movie and brand new video game with the official Sonic the Hedgehog Annual 2025! The perfect entertainment for fans of everyone’s favourite speedy blue hedgehog. Let’s ro

Discover two sides of history with the Time Travel Twins!Twins Scarlett and Thomas are learning about the Stone Age, so Grandad lets them use his time machine. Thomas wants to see a sabre-toothed tiger; Scarlett wants to see Stonehenge. They were thousands of years apart, what should they do? Go back in time twice of course!From perilous encounters with Neanderthals and woolly mammoths, to being roped into a mysterious ancient ceremony, the twins will need to keep their wits about them to survive their visits to the Stone Age!

The Strategy and Tactics of Pricing is the most well-established and influential strategic pricing text available, relied on by practitioners and students globally as a core guide for value-based pricing. The book explains how to balance the ability to create and extract value through from markets by managing pricing decisions in a more strategic and profitable manner. Rather than calculating prices to cover costs or to achieve sales goals, readers will learn to frame more strategic choices that proactively influence customer perceptions of value, manage internal costs, and profitably shift demand curves.This edition features new discussions on harnessing concepts from behavioral economics as well as a refined "value cascade" to help organize the topics covered in this book. Readers will also benefit from:1.Major revisions to more than a third of the chapters, including an expanded discussion of the role of artificial intelligence and machine learning analytics tools to assist in the e

Available in paperback! A young chapter book series starter about a chicken who loves math, science, and learning new things--by New York Times bestselling author Nancy Krulik. Perfect for fans of Unlimited Squirrels and Bumble and Bee. Chirpy is a young chicken stuck in the family coop. But she's not like the other chickens who just sit around peck peck pecking all day. She's intrigued by the children who come home from a place called school. They always look so happy! (Well, most days.) So Chirpy sneaks onto the bus one morning, hides in the classroom . . . and discovers a true love of math. When she shares what she's learned with the other chickens, they think she's one kernel short of a cob. Even so, Chirpy is determined to find a formula for fowl success by pecking away. But when a hungry fox tries to attack the coop, can she find the equation for a simple solution? With lively two-color art throughout, plus a fun hands-on simple machine activity, this eggs-ellent young chapter bo

A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding bot

DescriptionTrailblazer is a seven-level English language and literacy program that empowers and supports young learners to thrive in a multicultural world. Trailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life's big questions and to view these questions through multiple perspectives.MULTIPLE LITERACIES: Trailblazer takes a multiple literacy approach to prepare students for meaningful real-world interaction by developing five key literacies: textual literacy, visual literacy, global literacy, social literacy, and media literacy.CRITICAL THINKING: Lessons that engage students with authentic nonfiction, globally diverse fiction, and information presented through multimedia inputs prompt students to think critically and apply their language and skills to rea

ZOOOOM! We’re off on an exciting journey into the past to meet the amazing dinosaurs that once roamed the earth. Join in with the rhymes and get ready to spot all the friendly (and not so friendly!) dinosaurs, from the huge Brontosaurus and amazing Diplodocus to the speedy Velociraptor and scary T-Rex. Little ones will have an action-packed time (and be back in time for bed!) in this fun and fact-packed picture book.This bold, bright follow-up to the acclaimed picture books Meet the Planets, Meet the Oceans and Meet the Weather is filled with ALL your favourite dinos. Combining STEM learning with a rhyming twist, it's perfect for all would-be palaeontologists.

ZOOOOM! We’re off on an exciting journey into the past to meet the amazing dinosaurs that once roamed the earth. Join in with the rhymes and get ready to spot all the friendly (and not so friendly!) dinosaurs, from the huge Brontosaurus and amazing Diplodocus to the speedy Velociraptor and scary T-Rex. Little ones will have an action-packed time (and be back in time for bed!) in this fun and fact-packed picture book.This bold, bright follow-up to the acclaimed picture books Meet the Planets, Meet the Oceans and Meet the Weather is filled with ALL your favourite dinos. Combining STEM learning with a rhyming twist, it's perfect for all would-be palaeontologists.

Harley Hitch returns for an airborne adventure in this highly illustrated fiction series about a determined young inventor from award-winning author Vashti Hardy. The Aviation Parade is coming to Forgetown this summer, and Harley has her sights set on creating a flying machine that will really stand out: a robot hippogriff! And if the creature impresses Cosmo's mum enough, surely Cosmo will be able to keep it as a pet? But Harley wants the flying machine to be a surprise for everyone. She soon finds that keeping secrets leads to tricky explanations and lots of trouble - especially when REAL hippogriffs arrive and cause chaos! Join Harley, her robot dog Sprocket and best friend Cosmo for problem-solving adventures and mysteries in a world where science rules and technology grows in the forest! A rollicking adventure that celebrates STEM learning! Highly illustrated with lively, humourous illustrations by George Ermos.Vashti Hardy is an award-winning author of children's books. Her novel

Little Explorers: Let's Go! is a first information series for curious youngsters from 3 to 6 years old about the familiar places we go. Let's explore the fire station!With sturdy flaps to lift on every page, little ones can have hands-on fun finding out about what goes on at the fire station. Young readers will enjoy opening doors, recognising each familiar object from the fire engine to the fire pole and learning all about the big bell atop the station.Meet a firefighter, a call handler and a fire chief, watch a team of firefighters spring into action when there's an emergency and find out just what firefighters do in their down time. This book features over 30 sturdy flaps to lift, along with charming artwork that introduces new concepts and vocabulary in a simple and accessible way.

Discover two sides of history with the Time Travel Twins!Twins, Scarlett and Thomas, are learning about the Romans at school. So Grandad uses his time machine to send them back to Roman Britain.Scarlett finds herself in a Roman camp and is chosen as a slave by the Emperor Claudius’s daughter, Antonia. The two become friends and Scarlett sees first hand the glamour and treachery of the Roman court.Thomas joins a rabble of local kids who hate the Romans. Their leader is a small red-headed girl called Boudicca. Even when the kids are overwhelmed and taken as slaves, Bou hatches another plan to attack the Romans.Will the twins find each other and escape, or will they both be stuck as Roman slaves for ever?

"Save the People is engaging, funny, affecting and delightful. You'll never have more fun learning science." --Stuart Gibbs, bestselling author of the Spy School series "Serious science and great gags, with a bit of hope thrown in." --Steven Sheinkin, bestselling author of Bomb and Fallout An action-packed look at past, present, and future threats to humanity's survival--with an ultimately reassuring message that humans probably have a few more millennia in us. Scientists estimate that 99% of all species that have ever existed are now extinct. Whoa. So, it's not unreasonable to predict humans are doomed to become fossil records as well. But what could lead to our demise? Supervolcanos? Asteroids? The sun going dark? Climate change? All the above?! Humans--with our big brains, opposable thumbs, and speedy Wi-Fi--may be capable of avoiding most of these nightmares. (The T. rex would be super jealous of our satellites.) But we're also capable of triggering world-ending events. Learning fr