Python data mining and machine learning in action

Enter the high-stakes world of the 1940s and relive the thrill of a medical breakthrough alongside Alexander Fleming and his team as they discover a way to save millions of lives. This is the story of penicillin, humanity’s greatest shield against infection - and the brilliant minds who made it happen.Learn all about one of the greatest moments in the history of medicine in this exciting, fast-paced narrative, from the discovery of a ‘miracle mould’ in a messy lab to the life-and-death race against the clock of World War II.Join the team of scientists and discover:*An exciting, action-packed narrative with historical accuracy that allows readers to deep-dive into how this life-saving antibiotic was developed.*Atmospheric illustrations that give a moody graphic novel vibe, perfect for keeping kids aged 9-12 engaged.*Accessible STEM learning through light-touch diagrams and microbiology explanations that reveal how the medicine was made possible.The perfect gift for young scientists, Pro

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer 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.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

Caldecott Medalist, National Book Award Winner, and New York Times bestselling creator Dan Santat returns to Sidekicks with a brand-new adventure in this second series installment! Suit up for high-octane action and laughs!There's trouble at the Society of Superheroes!Captain Amazing, the longtime hero of Metro City, has retired, and he's enjoying a much-needed vacation at the World's Biggest Ball of Yarn. But while he's away, there's trouble at home! A massive data breech disrupts the Society of Superheroes, and a flash drive containing sensitive information about Captain Amazing and other heroes winds up in reckless hands. Meanwhile, an unannounced visitor named Whipley arrives at the captain's house, and his pet sidekicks -- Manny, Roscoe, and Fluffy -- are skeptical of the stranger's intentions. The only sidekick excited by the visit is Shifty.Could Whipley be Shifty's loving, long-lost brother as he claims? Or is he framing the sidekicks for his own personal gain and vengeance?

A concise but informative overview of AI ethics and policy.Artificial intelligence, or AI for short, has generated a staggering amount of hype in the past several years. Is it the game-changer it's been cracked up to be? If so, how is it changing the game? How is it likely to affect us as customers, tenants, aspiring homeowners, students, educators, patients, clients, prison inmates, members of ethnic and sexual minorities, and voters in liberal democracies? Authored by experts in fields ranging from computer science and law to philosophy and cognitive science, this book offers a concise overview of moral, political, legal and economic implications of AI. It covers the basics of AI's latest permutation, machine learning, and considers issues such as transparency, bias, liability, privacy, and regulation.Both business and government have integrated algorithmic decision support systems into their daily operations, and the book explores the implications for our lives as citizens. For exam

** A FINANCIAL TIMES & NEW STATESMAN BEST BOOK OF 2025 **A Bill Gates Top Pick for 2025: 'One of the clearest explanations of the climate challenge I ve read''We urgently need Hannah Ritchie' GUARDIAN'Essential reading' RUTGER BREGMAN'Read this book -- now' MARK LYNASWe can t afford to delay climate action, but with all the shouting and disagreement it s hard to know where to turn. In her new book, bestselling environmental star Hannah Ritchie answers 50 key climate questions once and for all, clearing the air so we can get on and fix things.With so many conflicting headlines out there, it s tough to sort fact from fiction when it comes to climate change and the solutions we need for a cleaner future.The first piece of good news is that data scientist Hannah Ritchie is here with the answers and the steps we need to take now. Using simple, clear data, she tackles questions such as, Is it too late? , Won t we run out of minerals? and Are we too polarised? .The second piece of good ne

Bestselling environmental star Hannah Ritchie is back with a succinct, punchy new book that answers 50 of the key questions stopping us from tackling the climate crisis** AFINANCIAL TIMES&NEW STATESMANBEST BOOK OF 2025 **A Bill Gates Top Pick for 2025:'One of the clearest explanations of the climate challenge I’ve read''We urgently need Hannah Ritchie'GUARDIAN'Essential reading'RUTGER BREGMAN'Read this book -- now'MARK LYNASWe can’t afford to delay climate action, but with all the shouting and disagreement it’s hard to know where to turn. In her new book, bestselling environmental star Hannah Ritchie answers 50 key climate questions once and for all, clearing the air so we can get on and fix things.With so many conflicting headlines out there, it’s tough to sort fact from fiction when it comes to climate change and the solutions we need for a cleaner future.The first piece of good news is that data scientist Hannah Ritchie is here with the answers and the steps we need to take now.

Elementary Linear Algebra: Applications Version, 12th Edition, gives an elementary treatment of linear algebra that is suitable for a first course for undergraduate students. The classic treatment of linear algebra presents the fundamentals in the clearest possible way, examining basic ideas by means of computational examples and geometrical interpretation. It proceeds from familiar concepts to the unfamiliar, from the concrete to the abstract. Readers consistently praise this outstanding text for its expository style and clarity of presentation. In this edition, a new section has been added to describe the applications of linear algebra in emerging fields such as data science, machine learning, climate science, geomatics, and biological modeling. New exercises have been added with special attention to the expanded early introduction to linear transformations and new examples have been added, where needed, to support the exercise sets. Calculus is not a prerequisite, but there are clea

CELEBRATE FOOTBALL EVERY DAY OF THE YEAR WITH THE BRAND-NEW BOOK IN THE BESTSELLING SERIES WHERE FOOTBALL AND FACTS COME TOGETHER IN A DREAM TEAM FORMATION. THE PERFECT GIFT FOR ALL YOUNG FANS."The ultimate football yearbook where you can discover a new fun footie fact for every day of the year."-The Week JuniorWelcome to Football School Facts! It’s a book of facts and so let’s start with an important one: football is the best sport in the world.- Did you know that Erling Haaland is a record-breaking goalscoring machine?- That a player was once sent off for farting on the pitch?- Or that Diego Maradona has a religion named after him?Discover all this and much, much more all about your favourite players, great goals, super stadiums and marvellous mascots – the perfect gift for all young fans and their families to enjoy."An engaging, fun read that will keep children laughing, learning and dreaming of the pitch."- Women's Weekly"We love this series!"-Match of the Day Weekly***There’s a wh

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

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

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

Discover a practical, streamlined approach to systems development that focuses on the latest developments with Tilley's Systems Analysis and Design, Cengage International Edition, 13th, and MindTap digital resources. Real examples clearly demonstrate both traditional and emerging approaches to systems analysis and design, including object-oriented and agile methods. You also study emerging technologies such as artificial intelligence (AI), machine learning (ML), cloud computing and cybersecurity. Meaningful projects, insightful assignments and both online and printed exercises emphasize the critical thinking and IT skills that are most important in today's dynamic, business-related environment.

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

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

A thrilling face-to-face encounter with animals in their own environment – their elaborate displays, intimate lives, and extraordinary behaviourDid you know that elephants give each other names, orangutans self-medicate, and rats giggle? Animal Behaviour is full of hundreds of stories that shed light on how animals navigate life in the wild. Packed with vivid wildlife photography and action sequences, every aspect of animal life and behaviour is explored and explained – from courtship rituals and birth to hunting and death. An initial overview of animal anatomy and physiology reveals the science and biomechanics that underpin animal behaviour, while later chapters thematically break down the intricacies of animal feeding, development, communication, intelligence, learning, and other behavioural characteristics.Learn about play through river otters, see socialization among parrots at the riverbank, and catch prey with a fishing spider. Feature panels throughout the book explore the biol

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

Gorgeous illustrated board book about all the amazing things a toddler can do!The Wow! board books are a series of modern first concept books for today's children. The books put little ones in the centre of the action with relatable experiences that will help foster discussion, inclusivity, and empathy. Illustrated by Alberta Torres, illustrator of This Little picture book series.Wow! Look at Me! celebrates all the amazing things a three-year-old can do, such as learning to ride a tricycle, discovering how to be a good friend, counting to ten and back again, and using the loo for the first time, among other mini wins. Centred around a group of four friends and their daily routines and experiences, toddlers will love seeing how their own lives relate and differ. This fun, vibrantly illustrated book comes with fun sounds to repeat in each scene.

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?