Text analytics with Python

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

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

Master alternative Big Data technologies that can do what Hadoop can't: real-time analytics and iterative machine learning. When most technical professionals think of Big Data analytics today, th

Programming knowledge is often necessary for finding a solution to a biological problem. Based on the author’s extensive experience, Python for Bioinformatics helps scientists solve their biological p

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

Inspire a love of reading among beginning readers with colorfully illustrated fiction storybooks! With high-interest text and vibrant images, children will be engaged and entertained by these fun-fill

Encourage young children to use their imagination with these captivating fiction storybooks! With high-interest text and vibrant illustrations and images, beginning readers will be engaged and develop

Learn how to survive in the jungle, meet some tricky crows, and see what it takes to be part of a dream team with stories filled with high-interest text, vibrant illustrations and images, age-appropri

The fiction titles in this collection will inspire young children to use their imagination with engaging stories that are filled with high-interest text, vibrant illustrations and images, age-appropri

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

Young readers will be engaged as they flip through the pages of the books in this collection! These colorful books contain high-interest text, vibrant illustrations and images, age-appropriate text fe

• 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

A stompingly good novelty book with hilarious animals and fun sliders!With simple rhyming text, things to push pull and spin, and brilliant illustrations from Guilerhem Karsten, children will love to copy the movements of these animals and join in the jungle fun.A fun way to develop a child's physical development and encourage them to explore the way their bodies move.Look out forAnimal Actions: Snap Like a Crabtoo!

Meet the noisiest animals in the zoo, with five exciting sounds and a spectacular pop-up surprise at the end.From a roaring tiger to a trumpeting elephant, every animal in the zoo thinks it's the loudest one of all... and they're going to show you why! With hilarious rhyming text and exciting animal noises, this book is full of fun surprises to discover, as all the animals try to outdo each other!

Spend a day on the road with The Very Hungry Caterpillar!Let’s take a ride with The Very Hungry Caterpillar! What will you find? From planes high in the sky to big trucks on the ground, discover all kinds of ways to travel in this tabbed board book with easy-to-flip tabs, easy-to-read text, and easy-to-love Eric Carle art featuring The Very Hungry Caterpillar.

Introduce your little ones to the excitement ofthings that gowith this funpull-tab board bookfromClever's Push and Pull series! Perfect forbabiesandtoddlers, the sturdypush and pull mechanismson every page promotefine motor skillsand provide deeper interaction with the text. With simple text and vibrant illustrations, toddlers will delight in learning about life in thecity. Watch their faces light up as they pull a tab to make atrainleave the station, spin a wheel to discover who delivers packages, and push abuttonto moveboatsacross the water. Plus, each page featuresseek-and-find activitiesthat help identify and name things in thecity. This engaging book offers endlessfunand learning for young readers!

From a snorting pig to a crowing cockerel, every animal on the farm thinks it's the loudest one of all... and they're going to show you why! With hilarious rhyming text and exciting animal noises, this book is full of fun surprises to discover, as all the animals try to outdo each other!

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!

Mummies LOVE hugs - from big, brave hugs to soft, snuggly ones. Young children will delight in turning the inventively shaped pages to bring mummies and their little ones together for a cuddle. This lovely book with simple rhyming text is a gentle exploration of how hugs can help with all kinds of feelings, and make you feel loved. The perfect gift for Mother's Day, or any time of the year!

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.

All aboard the Number Train in this lift-the-flap rhyming counting book with six spinning wheels!Count from one to ten in this vibrant lift-the-flap concertina book! Who is munching on a snack? Who is taking a quick nap? And who’s that making lots of noise? Find out in this train-shaped gift book, from the creative duo behind Alphabet Street and Christmas Street.Learn the numbers, lift the flaps, enjoy the rhyming text and animal scenes inside each carriage before flipping the book to play the fun counting game on the reverse. Then push the train-shaped book along on its six moving wheels!With bright, cheerful artwork from Ingela P Arrhenius, illustrator of the bestselling Felt Flaps and Peekaboo series, and a clever rhyming text from Jonathan Emmett.Scan the Stories Aloud QR code on the back cover to read along with the story!

Introduce your baby to their very own little dragons in this bright, interactive touch-and-feel book. With bumpy wings, shiny scales and soft fur to explore, each page has a new texture for your little one to touch. With simple text, high-contrast colours and an exciting touch-and-feel on every double page, this playful book is perfect for sharing with your baby as they develop their motor skills.From tummy time to bath time, the bestselling Baby Touch series contains the perfect first books to support key milestones. Also available:DinosaursUnicornsMagical Peekaboo

Size isn’t all that matters;if you’re little, you’re not least,As you will soon discoverwhen you meet a minibeast! Say hello to a grumpy ladybird, a shy snail and a baking bee in this hilarious book with innovative pop-ups and rhyming text. A brilliant book of pop-up minibeasts!

Spend a day at the beach with The Very Hungry Caterpillar!It's time for some fun in the sun! Play with beach toys, collect seashells, and splash in the water in this tabbed board book with easy-to-flip tabs, easy-to-read text, and easy-to-love Eric Carle art featuring The Very Hungry Caterpillar.

Join Mister Seahorse and his ocean friends in this touch-and-feel adventure!Greet a new friend with each turn of the page as you explore the ocean with Mister Seahorse. Interactive text encourages young readers to feel and think about each texture they encounter, and Eric Carle's colorful art sets each delightful scene. Classic characters come to life in this sensational story--perfect for little hands!

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!

Learn why it rains with the help of The Very Hungry Caterpillar!In this nonfiction story, young readers can discover what rain is and why it falls. The miracles of nature come to life in this early-learning series centered around weather, featuring simple text and Eric Carle's classic illustrations!

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

Three cheeky fleas learn the value of 'please'.All is not well at Bumble's Big Circus. The stars of the show, three fabulous fleas on their flying trapeze, have let fame go to their heads and now they never say please. It's up to the earwig clowns to remind them that "EVERYTHING'S better with 'Please'!" Lively rhyming text and humorous illustrations, set in the wonderful world of bugs, make this an excellent addition to the ever popular First Reading Level 3 titles.A fun and enjoyable original story, providing an entertaining lesson in manners.Rhyming text helps young readers tackle longer stories.Part of Usborne's best-selling, international Reading Programme, written with expert advice from a reading consultant.Fits into the Usborne Reading Programme at First Reading Level 3.