Learning Data Science

Modern statistical methods allow the analyst to fit and assess models as well as to undertake supervised or unsupervised learning to extract information. Contemporary data science requires tight integ

「這本書正是我當年提出『資料科學家』這個職稱時，所希望能擁有的一本書。如果您希望投身資料科學╱工程、人工智慧，或機器學習領域，就該從這裡開始。」 ── DJ Patil 博士，美國首任首席資料科學家 身為一位有志成為資料科學家的讀者，能夠理解各類組織為何仰賴資料來做出關鍵決策──無論是公司在設計網站、還是市政府在改善公共服務，或者是科學家在致力於阻止疾病擴散。而您也希望具備將雜亂資料整理為可行洞見的能力。我們將這整個過程稱為「資料科學生命週期」：也就是從資料的收集、整理、分析，到導出結論的完整流程。 本書是第一本涵蓋程式設計與統計兩大基礎技能、並貫穿整個資料科學生命週期的書籍。本書的對象包括希望成為資料科學家的人、與資料科學家共事的專業人士，以及希望跨越「技術╱非技術」界線的資料分析師。只要具備基本的 Python 程式設計知識，便可學習如何透過業界標準工具（如 pandas）來處理資料： ．將感興趣的問題精煉為可透過資料探究的研究問題 ．執行資料蒐集，其中可能涉及文字處理、網頁爬蟲等技術 ．透過資料清理、探索與視覺化，萃取出有價值的洞見 ．學會使用建模來描述資料特性 ．推廣研究結果，進行超出資料本身的推論

Core Insight：Cross-Domain Data Collaboration: Unlocking Chip PotentialEliminating the "efficiency gap" caused by knowledge silos is the starting point for industry potential. Data doesn't lie; Data Science provides the solution: Through innovation and cross-domain restructuring, we visualize results to become the critical accelerator for boosting efficiency.GenAI Reshaping the Future of SemiconductorsFacing the immense challenge of the slowing pace of Moore's Law, the semiconductor industry urgently requires new breakthroughs. This book is specifically designed to solve the "Efficiency Black Hole" that consumes tens of billions of dollars annually in the industry.The Empowering DTCO Innovation with AI and Machine Learning offers readers a practical DTCO.ML Framework, demonstrating how to leverage Machine Learning (ML) and Generative AI (GenAI) technologies to inject new acceleration into chip manufacturing processes. Learn to master process variability and optimize chip energy efficien

Gain insight into essential data science skills in a holistic manner using data engineering and associated scalable computational methods. This book covers the most popular Python 3 frameworks for bot

If you think of science as a puzzle, you’ll see that data is a key to unlocking it. Exemplary Evidence: Scientists and Their Data touches on the world’s many riddles—from how we see to what’s at the b

Support the expanding science skills of children ages 6 and 7 in DK Workbooks: Science: Grade 1. Topics include differences between day and night, animal homes, types of soil, and other areas of science taught in a first grade classroom.Help your child move to the head of the class! DK Workbooks: Science is an innovative series of workbooks aligned to school curriculum that helps make learning easy and fun.Each title is packed with exercises and activities to strengthen knowledge from the science lessons taught in school. Developed in consultation with curriculum experts, these science workbooks reinforce learning and understanding of key concepts such as force and motion, materials, and ecosystems. A parents' section contains answers, tips, and guidance to provide support, and a certificate of achievement will reinforce confidence in kids by rewarding their accomplishments.Supports the Common Core State Standards.

Find out about the science of materials, atoms and states of matter through hilarious cartoon stripsComic Strip Science: Chemistry makes learning about the science behind behind materials fun! It covers topics such as different states of matter, changing states, atoms and much more.Each spread in this series features a short, funny comic strip that explains a process or aspect of science. Around the strip, diagrams and panels give further information on the topic. They are a fantastic way to engage children aged 8 plus with science.The illustrator, Jess Bradey, is winner of the 2021 Blue Peter Award for Best Non-Fiction for A Day in the Life of a Poo, Gnu and You and also writes and draws for The Phoneix Comic.Titles in the series: Biology, Chemistry, Earth and Space, Physics.

Find out about the science of forces, energy, simple machines and more through hilarious cartoon stripsComic Strip Physics makes learning about the science behind forces, energy and simple machines fun!Each spread in this series features a short, funny comic strip that explains a process or aspect of science. Around the strip, diagrams and panels give further information on the topic. They are a fantastic way to engage children aged 8 plus with science.The illustrator, Jess Bradey, is winner of the 2021 Blue Peter Award for Best Non-Fiction for A Day in the Life of a Poo, Gnu and You and also writes and draws for The Phoneix Comic.Titles in the series: Biology, Chemistry, Earth and Space, Physics

Find out about the science of living things through hilarious cartoon stripsComic Strip Biology makes learning about the science behind animals, plants and the human body fun!Each spread in this series features a short, funny comic strip that explains a process or aspect of science. Around the strip, diagrams and panels give further information on the topic. They are a fantastic way to engage children aged 8 plus with science.The illustrator, Jess Bradey, is winner of the 2021 Blue Peter Award for Best Non-Fiction for A Day in the Life of a Poo, Gnu and You and also writes and draws for The Phoneix comic.Titles in the series: Biology, Chemistry, Earth and Space, Physics.

Rocks and minerals come alive in the next Animated Science book, an outstanding comic series illustrated by Shiho Pate!From gemstones to fossils and beyond, Animated Science: Rocks and Minerals is the definitive guide to rocks and minerals for grade school readers. In this book, readers will explore the substances that make up our Earth through comic illustrations and hilarious characters.With a narrative nonfiction text, kid-friendly information, and Shiho Pate's engaging illustrations, Animated Science: Rocks and Minerals is a perfect introduction and ready reference, appealing and laugh-out-loud funny. Easily accessible for readers just learning, with more interesting facts and details for older kids honing their knowledge.Great for all ages!

Learn and play with Dr. Seuss in this ultimate Preschool workbook, with over 300 curriculum-based activities ranging from letters, numbers, social emotional learning, to science!This multi-subject, cu

From astronomy to zoology--500 amazing science facts for kids ages 9 to 12 Do you love dinosaurs and dolphins, mountains and meteors? The Fascinating Science Book for Kids has it all This fun facts book for kids includes 500 stupendous science facts that offer hours of learning for ages 9 to 12. Alongside full-color pictures on every page, you'll find weird and wonderful facts about topics like prehistoric life, the deep sea, weather, minerals, the human body, the solar system--and even your own backyard In this engaging book of facts for kids, you'll learn things like: Scientists have evidence that sometimes tiny diamonds fall from the sky on NEPTUNE. The GIANT SQUID has a brain shaped like a donut. Some BACTERIA species generate electricity when they breathe and can even power a battery. When you're looking for kids science books, The Fascinating Science Book for Kids is the perfect choice for both fun and learning.

This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and huma

An entertaining collection uncovering the stories of dinosaur discoveries told in comic strips. Discover the story of Mary Anning, why there is a dinosaur called Sue, what the Bone Wars were and much more. This book is sure to entertain children, while giving them an insight into the many challenges and rivalries behind scientific achievements and how scientists learn from mistakes.It is produced by the same team as Comic Strip Science with hilarious comic strips illustrated by award-winning artist Jess Bradley and written by Paul Mason, who is well known for making science learning fun. Key science concepts are pulled out in more depth in feature spreads. The book has a specialist text consulant, paleontologist Dr Dave Hone.Comic Strip Science Adventures is a series of comic books that are perfect for young scientists aged 7 plus. Each book has specialist subject consultants. Titles in the series: Digging for Dinosaurs, Exploring Space, Medical Marvels, Amazing Inventions.

An entertaining collection uncovering amazing stories of space exploration told in comic strips. Discover the history of the first missions to the Moon, how space rovers have adventures, the mystery of a floating poo and much more. This book is sure to entertain children, while giving them an insight into the many challenges and rivalries behind scientific achievements and how scientists learn from mistakes.It is produced by the same team as Comic Strip Science with hilarious comic strips illustrated by award-winning artist Jess Bradley and written by Paul Mason, who is well known for making science learning fun. Key science concepts are pulled out in more depth in feature spreads. The book has a specialist text consultant, Sophie Allan of the National Space Centre.Comic Strip Science Adventures is a series of comic books that are perfect for young scientists aged 7 plus. Each book has specialist subject consultants. Titles in the series: Digging for Dinosaurs, Exploring Space, Medical

The elements of the periodic table come alive in the first book in a stellar nonfiction comic series illustrated by Shiho Pate!From oxygen to hydrogen, carbon to plutonium,Animated Science: Periodic Tablemakes chemistry come alive! In this book you'll meet the building blocks of you, the world, and the universe and see how they come together to make everything you see, do, and use every day.With a narrative nonfiction text, kid-friendly information, and Shiho Pate's engaging illustrations, Animated Science: Periodic Table is a perfect introduction and ready reference, appealing and laugh-out-loud funny. Easily accessible for readers just learning the elements, with more interesting facts and details for older kids honing their knowledge.Great for all ages!

Focuses on a new topic each week covering map skills, applying information and data, and connecting what was learnedBuilds student's confidence in geography with quick independent learning activities

Focuses on a new topic each week covering map skills, applying information and data, and connecting what was learnedBuilds student's confidence in geography with quick independent learning activities

Focuses on a new topic each week covering map skills, applying information and data, and connecting what was learnedBuilds student's confidence in geography with quick independent learning activities

Focuses on a new topic each week covering map skills, applying information and data, and connecting what was learnedBuilds student's confidence in geography with quick independent learning activities

In an era where many believe Big Data has rendered human perception and observation 'old-school' or pass', Martin Lindstrom shows that mining and matching technological data with up-close psychologica

Master Oracle Data Guard 11g Provide superior data protection, availability, and disaster recovery using the tested techniques in this Oracle Press guide. Cowritten by a team of Oracle experts, Oracl

Dive into the fascinating world of science with the "Horrible Science" collection by Nick Arnold, a thrilling series that blends humor, curiosity, and educational insights to make learning an unforgettable adventure. This captivating 10-book set invites young readers to explore the weird, wacky, and sometimes downright disgusting aspects of the natural world, uncovering the secrets behind everything from microscopic monsters to shocking electricity.Titles in this Set:The Terrible TruthPainful PoisonAngry AnimalEvolve or DieUgly BugFatal ForcesShocking ElectricityMicroscopic MonsterSounds DreadfulKiller EnergyDescription In "The Terrible Truth," readers will discover the science behind some of the most gruesome historical events, while "Painful Poison" delves into the deadly substances lurking in nature and their surprising uses. "Angry Animals" introduces the wild side of the animal kingdom, exploring the bizarre behaviors and survival tactics of creatures big and small.Prepare to witn

本書以幽默漫畫結合知識圖解，帶領8歲以上讀者探索生物、化學、物理、地球與太空，以及元素週期表等科學主題。每個跨頁皆有一則輕鬆有趣的漫畫情節，搭配簡潔明瞭的解說與插圖，將抽象概念轉化為貼近生活的情境，提升學習興趣。插畫家 Jess Bradey 曾獲 2021 年 Blue Peter 最佳非虛構作品獎，圖像生動、節奏俐落，讓科學變得親近可笑又可學。此系列適合作為課外延伸閱讀，也能啟發科學探究的好奇心。📖 亮點特色★ 漫畫＋知識圖解，學習更生動★ 主題涵蓋自然科學五大領域★ Blue Peter 獎得主繪者創作★ 適合8歲以上自主或共讀Comic Strip Biology makes learning about the science behind animals, plants and the human body fun!Each spread in this series features a short, funny comic strip that explains a process or aspect of science. Around the strip, diagrams and panels give further information on the topic. They are a fantastic way to engage children aged 8 plus with science.The illustrator, Jess Bradey, is winner of the 2021 Blue Peter Award for Best Non-Fiction for A Day in the Life of a Poo, Gnu and You and also writes and draws for The Phoneix comic.Titles in the series: Biology, Chemistry, Earth and Space, Physics.此套書包含以下商品9781526319999/Comic Strip Science: BiologyFind out about the science of living things through hilarious cartoon strip

This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number

Get a charge out of Science Comics: Electricity, the next volume of First Second's middle grade nonfiction series!Every volume of Science Comics offers a complete introduction to a particular topic—dinosaurs, the solar system, volcanoes, bats, robots, and more. Whether you're a fourth grader doing a natural science unit at school or a thirty year-old with a secret passion for airplanes, these books are for you!From simple circuits to giant grids, fossil fuel power plants to wind farms, electricity keeps the world running. In Science Comics: Electricity, you’ll discover where electricity comes from, why lightning suddenly strikes, and how we’ve harnessed it all to turn the lights on in your room. Ready for action? Get energized with electricity!

Step out of your element with Science Comics: The Periodic Table of Elements, the latest volume of First Second's middle-grade nonfiction series!A book of fun chemistry experiments has fallen into the wrong hands. Only Mel can use her knowledge of the periodic table to put an end to a maniacal madman's evil schemes.The periodic table helps us quickly understand the 118 elements, those tiny substances that make up everything in the world. By using the periodic table, we can recognize how these building blocks behave, find trends and patterns in the universe, and make predictions about elements that haven’t been discovered yet. Join us in learning about the periodic table, and maybe the next big discovery will be yours!

《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spark your child's curiosity about the world.The set comes with bonus fun and interactive elements to reinforce your child's learning of Math concepts!

Suspend your disbelief with Science Comics: Bridges, the latest volume of First Second's nonfiction STEM series!Every volume of Science Comics offers a complete introduction to a particular topic―dino