Text analytics with Python

Leverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text analytics. This second edition has gone through a major revamp and introduc

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

Table of Contents Ideal for preparing your fourth-grade students for state writing assessments and meeting new standards, this series offers scaffolded text-based writing practice with essential no

Table of Contents Ideal for preparing your fifth-grade students for state writing assessments and meeting new standards, this series provides scaffolded text-based writing practice with essential w

Data Science and Analytics with Python is designed for practitioners in data science and data analytics in both academic and business environments. The aim is to present the reader with the main conce

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

Create effective text-dependent questions to increase students' understanding of text through in-depth examinations. This teacher resource enables students to study broad concepts such as text structu

• Pink B/Band 1B books offer simple, predictable text with familiar objects and actions. • Children can re-cap the journey and the changing weather on pages 14–15. • Text type: A story with a predicta

• Red B/Band 2B books offer simple but varied text with familiar objects and actions, combined with simple story development and a satisfying conclusion. • Text type - A story with a predictable struc

Laugh while you learn with animals with attitude! Make reading your superpower with our non-fiction DK Super Readers!Help your child power up their reading skills and learn all about dinosaurs, with this fun-filled non-fiction reader - carefully levelled to help children progress. Photos amaze and explain and playful illustrations keep humor at the forefront. The combination of high interest information, levelled text and lots of laughs will appeal to even the most reluctant readers. The engaging text has been carefully levelled using Lexiles so that children are set up to succeed. A motivating introduction to using essential non-fiction reading skills. Children will love to learn about a dinosaur that is more ditzy than deadly! The content is all real, the dinosaur is all attitude!

Laugh while you learn with animals with attitude! Make reading your superpower with our non-fiction DK Super Readers!Help your child power up their reading skills and learn all about sloths, with this fun-filled non-fiction reader - carefully levelled to help children progress. Photos amaze and explain and playful illustrations keep humor at the forefront. The combination of high interest information, levelled text and lots of laughs will appeal to even the most reluctant readers. The engaging text has been carefully levelled using Lexiles so that children are set up to succeed. A motivating introduction to using essential non-fiction reading skills. Children will love to learn about this sloth with lots of sass! The content is all real, the sloth is all attitude!

Princess Truly gardens and has fun with her friends, across three rhyming stories perfect for beginning readers!You can read with Acorn! Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Princess Truly can grow it! Across three stories, Princess Truly and her friends grow a garden, she helps a baby bird learn how to fly, and she plants a magical tree! These funny and empowering short stories promote believing in yourself, building confidence, and having a positive self-image. Perfect for fans of Ada Twist, Scientist, Princess Truly fosters imagination and curiosity.With full-color artwork and easy-to-read rhyming text throughout, this series is just-right for new readers!

With peep-through pages and cutaways, the lyrical text and gorgeous illustrations will inspire children’s imaginations.The Little star shines brightly through the bedroom window.It shines down on a sleepless mind, spinning with restless thoughts . . .A gorgeous picture book by award-winning author and illustrator Britta Teckentrup! This beautifully illustrated, calming picture book takes readers on a peaceful exploration of a night-time landscape. Snuggle down for a magical, moonlit adventure, follow a tiny star and dance with a whole host of animals. But is it all a dream? With stunning artwork and lyrical text, this is a story to treasure and a perfect book to read before bed. Die-cuts let you peep through the pages and gentle text encourages a mindful approach to a busy mind at bedtime.

Zoya and her puppy Coco are excited for a glittery bedroom makeover in this full-color book perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Zoya can't wait to paint her bedroom a new glittery color. But Zoya can't decide on just one color! So she decides she wants a fun, multi-colored room! Will Zoya -- with her puppy Coco's help -- be able to give her bedroom the perfect makeover?With Kai Robinson's vibrant, full-color artwork and Valerie Bolling's engaging, easy-to-read text throughout, this sparkly series is perfect for beginning readers!

Pet friends Sniff and Scratch have fun in the rain, in this laugh-out-loud, full-color book perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Sniff and Scratch enjoy a rainy day! Across three laugh-out-loud short stories, these two best friends discover that rain can be fun, they share a funny encounter with a balloon, and they learn to be brave together when lightning strikes.These sweet, laugh-out-loud, pet-themed stories -- with color-coded speech bubbles, and easy-to-read text throughout -- are perfect for new readers!

Sniff and Scratch work together to rescue a well-loved stuffed animal, in this laugh-out-loud, full-color book perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Best friends Sniff and Scratch love to play together! Across three giggle-inducing short stories, Sniff and Scratch have fun with toilet paper, they enjoy chasing each other’s tails, and they snuggle with Sniff’s stuffed duck.These laugh-out-loud, pet-themed stories -- with color-coded speech bubbles and easy-to-read text throughout -- are perfect for new readers!

Build strong reading comprehension skills with leveled nonfiction texts and comprehension activities! Engage sixth-grade students in high-quality reading comprehension lessons that include texts with a variety of text structures, dictionaries, comprehension activities, writing prompt activities, and more.Teach reading comprehension skills and nonfiction text structures to your sixth-grade students!Choose from 10 units that span a variety of text structures and topics or use them all!Text structures include:Question and answerMain idea and detailsCause and effectCompare and contrastTime orderNonfiction texts in the grade 6 book include a variety of content-area topics:Science:"The Force of Magnetism" Level V"Food Webs in Ecosystems" Level X"Genes for Survival" Level YSocial Studies:"Comparing Rights and Responsibilities" Level X"Ancient Economies" Level YBiography:"Phillis Wheatley: Antislavery Poet" Level V"Colin Powell: An American Leader" Level WHow-to:"How to Grow a Container Garden

Build strong reading comprehension skills with leveled nonfiction texts and comprehension activities! Engage fourth-grade students in high-quality reading comprehension lessons that include texts with a variety of text structures, dictionaries, comprehension activities, writing prompt activities, and more.Teach reading comprehension skills and nonfiction text structures to your fourth-grade students!Choose from 10 units that span a variety of text structures and topics or use them all!Text structures include:Question and answerMain idea and detailsCause and effectCompare and contrastTime orderNonfiction texts in the grade 4 book include a variety of content-area topics:Science:"Getting to Know Snakes" Level P"Weather and the Scientists Who Study It" Level S"From Power Plant to Lightbulb" Level TGeography:"The Mystery of the Matching Continents" Level RSocial Studies:"Being an Active Citizen" Level Q"How Countries Create Their Economies" Level TBiography:"Julia Morgan: Architect and Tra

Build strong reading comprehension skills with leveled nonfiction texts and comprehension activities! Engage fifth-grade students in high-quality reading comprehension lessons that include texts with a variety of text structures, dictionaries, comprehension activities, writing prompt activities, and more.Teach reading comprehension skills and nonfiction text structures to your fifth-grade students!Choose from 10 units that span a variety of text structures and topics or use them all!Text structures include:Question and answerMain idea and detailsCause and effectCompare and contrastTime orderNonfiction texts in the grade 5 book include a variety of content-area topics:Science:"The Value of Weeds" Level S"Amazing Ants" Level T"Gravity in Our Solar System" Level VSocial Studies:"A Viking Voyage" Level U"Spying During the Revolutionary War" Level V"Comparing Education in Two Cultures" Level WGeography:"Earth's Precious Water" Level UBiography:"Benjamin Banneker: Astronomer, Writer, and Ant

Build strong reading comprehension skills with leveled nonfiction texts and comprehension activities! Engage second-grade students in high-quality reading comprehension lessons that include texts with a variety of text structures, picture dictionaries, comprehension activities, writing prompt activities, and more.Teach reading comprehension skills and nonfiction text structures to your second-grade students!Choose from 10 units that span a variety of text structures and topics or use them all!Text structures include:Question and answerMain idea and detailsCause and effectCompare and contrastTime orderIllustrated nonfiction texts in the grade 2 book include a variety of content-area topics:Science:"Baby Blue Whale" Level I"Big Machines" Level LGeography:"Big Island Map" Level KSocial Studies:"TOMS Shoes" Level I"Rosa Parks Rides the Bus" Level L"What Does Congress Do?" Level MBiography:"Ben Franklin and the Glass Harmonica" Level J"Thank You, Sarah Josepha Hale" Level KHow-to:"Fun with

Build strong reading comprehension skills with leveled nonfiction texts and comprehension activities! Engage third-grade students in high-quality reading comprehension lessons that include texts with a variety of text structures, dictionaries, comprehension activities, writing prompt activities, and more.Teach reading comprehension skills and nonfiction text structures to your third-grade students!Choose from 10 units that span a variety of text structures and topics or use them all!Text structures include:Question and answerMain idea and detailsCause and effectCompare and contrastTime orderIllustrated nonfiction texts in the grade 3 book include a variety of content-area topics:Science:"Big, Wild Cats!" Level L"Plants of the Rainforest" Level N"Two Climates" Level OSocial Studies:"It's a Grand Old Flag" Level O"The Mystery of Mesa Verde" Level O"About Banks" Level PGeography:"The Great Lakes" Level NBiography:"Sandra Day O'Connor" Level L"Barack Obama" Level MTechnology:"The Zipper" L

In this sparkly, full-color early reader series, Zoya and her puppy, Coco, love to make art -- even on a rainy day!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Zoya loves to make art with her puppy, Coco. It is a perfect day to paint outside -- until it begins to rain! Zoya and Coco rush back inside with their art supplies. But together -- and with a splash of glitter -- they find creative ways to brighten the gray day.With Kai Robinson's vibrant, full-color artwork and Valerie Bolling's engaging, easy-to-read text throughout, this sparkly series is perfect for beginning readers!

In the next installment of this New York Times bestselling early chapter book series, Eva wants to help the planet!Pick a book. Grow a Reader!This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!Eva’s class is preparing for the Nature Day party. Mrs. Featherbottom splits the class into two clubs and each club has to come up with ways to help the planet. When Eva gets placed in a different club from her best friends, Lucy and Hailey, she misses them. But Eva learns new things about her classmates, and she discovers that someone in her club is also missing a friend!With speech bubbles, easy-to-read text, and adorable characters, this New York Times bestselling series is perfect for newly independent readers!Continue this book series with “Eva the Owlet

The bestselling Old Lady series is back...with a magical twist!The Old Lady is back and this time she's swallowed a princess, a dragon, and a knight...to create a classic fairytale!With rhyming text and hilarious illustrations, this lively song will appeal to readers both old and new. A perfect year-round read!

Explore the world of emotions with this stunning peek-through book. Lyrical text and enchanting illustrations bring each emotion to life to help children understand the universal and unique nature of feelings.

Vera and Beaker make a new friend when they meet a mantis shrimp, in this series perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Swim along with mermaid Vera and octo-kid Beaker! In these three stories, Vera and Beaker make a new friend with a powerful baby mantis shrimp. Together, they explore the town of Tidal Grove. Then they play fun underwater games! Young readers will love discovering Vera and Beaker's funny adventures and learning nonfiction information about mantis shrimp. Did you know that mantis shrimp are small but very powerful? They can punch the water to create shockwaves!With text from National Book Award finalist Kyle Lukoff, and bright, colorful

A hysterical installment of the beloved Old Lady series!There was an old lady who swallowed a truck. I don't know why she swallowed a truck but it didn't get stuck. You won't believe why the Old Lady swallowed a truck, a tire, a chain, some wood, some metal, some tools, and some screws!Filled with hilarious illustrations and fun rhyming text, this volume is sure to be a hit with young readers!

This Dealing with Feelings book about jealousy helps kids understand what they're feeling when they're upset. Now a part of the premier early reading line, Step into Reading! When a new girl named Amy comes to school and interrupts show-and-tell, a little girl feels ignored. She doesn't want to share with Amy. When the kids play soccer, Amy scores a goal. Everyone cheers, and the girl is jealous. How does Amy feel? Can the little girl give her a chance to become a new friend?The Dealing with Feelings series of early readers is designed to give voice to what's brewing inside. Through short, simple text and repetitive observational phrases, children will learn to name their emotions as they learn to read.Step 2 Readers use basic vocabulary and short sentences to tell simple stories, for children who recognize familiar words and can sound out new words with help. Rhyme and rhythmic text paired with picture clues help children decode the story.

This Dealing with Feelings book about first swimming lesson helps kids understand what they're feeling when they're upset. Now a part of the premier early reading line, Step into Reading!When a little boy goes to his first swimming lesson, he is nervous. The water is deep, and he doesn't float. After water goes up his nose, he gets out of the pool. It's too scary. The little boy's teacher assures him that it's okay to be scared. And when they face his fear together, he discovers swimming is fun!The Dealing with Feelings series of early readers is designed to give voice to what's brewing inside. Through short, simple text and repetitive observational phrases, children will learn to name their emotions as they learn to read.Step 2 Readers use basic vocabulary and short sentences to tell simple stories, for children who recognize familiar words and can sound out new words with help. Rhyme and rhythmic text paired with picture clues help children decode the story.

Unicorn and Yeti are two magical friends who love using their imaginations Pick a Book. Grow a Reader This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow Unicorn and Yeti look up at the sky. Clouds take on all sorts of fun shapes Unicorn wants to do everything Yeti does. Will Yeti have fun playing with a copycat? Unicorn wants to have a fancy tea party. But Yeti just wants to drink tea Best friends Unicorn and Yeti have big imaginations, and they have lots of fun together. These laugh-out-loud stories with full-color artwork, speech bubbles, and easy-to-read text throughout are perfect for new readers

Harry gets a new toy car in this adorable early reader perfect for fans of Frog and Toad Pick a book. Grow a Reader This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow Harry's new toy car has arrived in the mail and he cannot wait to play with it His best friend Hedgehog wants to play with it, too. Hedgehog asks Harry for a turn and Harry agrees. But Harry discovers that sharing his awesome new toy is going to be harder than he thought... These warm, laugh-out-loud stories with full-color artwork, speech bubbles, and easy-to-read text throughout are perfect for new readers

A Magic Spark: An Acorn Book (Fairylight Friends #1)Time to Shine: An Acorn Book (Fairylight Friends #2)Full Moon Party: An Acorn Book (Fairylight Friends #3)Travel to a magical moonlit party with fairy friends Ruby, Iris, and Pip in this wondrous early reader series!Pick a Book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Best friends Ruby, Iris, and Pip are on their way to a full moon party! In five dazzling stories, the fairy friends use their powers to create their own ride, play fun games to win prizes, and have a dance party! With easy-to-read text and charming full-color artwork throughout, this series is perfect for beginning readers!

Moby Shinobi and Toby, Too! An Acorn Book (Book 1-3)Moby Shinobi and his sidekick Toby are heading to the beach in this action-packed, rhyming early reader!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Moby Shinobi and his dog Toby are excited for a day at the beach! Moby tries to use his ninja skills to build a huge sand castle, catch some fish, and save a leaking sailboat... but each try ends in a mess! What if Moby isn't right for the job? But with some help from Toby, he discovers that teamwork makes every job easier! With easy-to-read rhyming text and full-color artwork throughout, this early reader series is sure to be a hit with beginning readers!

•Humorous, reassuring text by Lou Peacock, author of Toby and the Tricky Things, Oliver Elephant and Nuts!•With stylish, heart-warming artwork by super-talented Nicola Slater, illustrator of the Meeko

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Who is that sitting in the hallway? What is itching underneath the cast? This scary story collection is perfect for beginning readers who are looking to be spooked. With simple text, creepy full-color

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Join Ty on his imaginative adventures in Ty's Travels, a new My First I Can Read series with rhythmic text by Kelly Starling Lyons and joyful art by Nina Mata.Ty can’t wait to ride his brand-new scoot