Machine Learning Algorithms for Problem Solving in Computational Applications

Deep learning is one of today’s hottest fields. This approach to machine learning is achieving breakthrough results in some of today’s highest profile applications, in organizations ranging from Googl

An essential guide to two burgeoning topics in machine learning – classification trees and ensemble learning Ensemble Classification Methods with Applications in R introduces the concepts a

This book offers a gentle motivation and introduction to computational thinking, in particular to algorithms and how they can be coded to solve significant, topical problems from domains such as finan

Based on the first Workshop for Women in Computational Topology that took place in 2016, this volume assembles new research and applications in computational topology. Featured articles range ov

This book proposes neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform gener

This book bridges theoretical computer science and machine learning by exploring what the two sides can teach each other. It emphasizes the need for flexible, tractable models that better capture not what makes machine learning hard, but what makes it easy. Theoretical computer scientists will be introduced to important models in machine learning and to the main questions within the field. Machine learning researchers will be introduced to cutting-edge research in an accessible format, and gain familiarity with a modern, algorithmic toolkit, including the method of moments, tensor decompositions and convex programming relaxations. The treatment beyond worst-case analysis is to build a rigorous understanding about the approaches used in practice and to facilitate the discovery of exciting, new ways to solve important long-standing problems.

This book bridges theoretical computer science and machine learning by exploring what the two sides can teach each other. It emphasizes the need for flexible, tractable models that better capture not what makes machine learning hard, but what makes it easy. Theoretical computer scientists will be introduced to important models in machine learning and to the main questions within the field. Machine learning researchers will be introduced to cutting-edge research in an accessible format, and gain familiarity with a modern, algorithmic toolkit, including the method of moments, tensor decompositions and convex programming relaxations. The treatment beyond worst-case analysis is to build a rigorous understanding about the approaches used in practice and to facilitate the discovery of exciting, new ways to solve important long-standing problems.

Algorithms and Applications for Academic Search, Recommendation and Quantitative Association Rule Mining presents novel algorithms for academic search, recommendation and association rule mining that

This book covers all the relevant dictionary learning algorithms, presenting them in full detail and showing their distinct characteristics while also revealing the similarities. It gives implementati

The book ‘Data Intensive Computing Applications for Big Data’ discusses the technical concepts of big data, data intensive computing through machine learning, soft computing and parallel computing par

Bio-inspired Algorithms for Engineering builds a bridge between the proposed bio-inspired algorithms developed in the past few decades and their applications in real-life problems, not only in an acad

Master the basics of solving logic puzzles, and creating algorithms using Swift on Apple platforms. This book is based on the curriculum currently being used in common computer classes. You’ll learn t

An exciting new workbook series that blends traditional exercises with hands-on activities.Tinker, make, and engineer to learn through play! With TinkerActive Workbooks, learning leaps off the page an

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!

Explore the world with Princess Truly!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 sho

全書包含35,000個單字與片語，新增110個新詞，並以3,000幅彩色插圖與清晰圖表提升理解力。字典內文設有色彩分明的字母索引，翻閱簡單；每個詞條皆提供定義、拼字提示與例句，協助孩子在寫作與口語表達上更準確。新版特別更新世界地圖、國旗與相關資訊，適合搭配課堂作業或自學使用，是一部兼顧內容廣度與學習樂趣的工具書。亮點：收錄35,000詞條，含新詞更新3,000張全彩插圖，圖文並茂提供拼字、標點與例句說明參考資料區含最新地圖與資訊ABOUT MERRIAM-WEBSTER CHILDREN’S DICTIONARY, NEW EDITIONWith more than 35,000 words–including 110 new words–and 3,000 full-color illustrations specially created by DK’s celebrated design team and Merriam-Webster’s renowned language experts.Updated for 2019, 20 years after it was first published, DK’s Merriam-Webster Children’s Dictionary remains a must-have project companion for use at home and in school. This book combines color-coded page borders for each letter of the alphabet with modern photography and crystal-clear diagrams to enhance the learning experience.Entries include a clear definition, notes on spelling and punctuation, and examples on how to use the word in a sentence. In the reference section, maps have been updated to include new countries, cities, borders,

It's bedtime for this cranky crab!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!It's bedtime for Plankton and Crabby! Crabby just wants to go to sleep, but Plankton has other ideas. Plankton wants Crabby to take a bath. Plankton wants Crabby to tell a bedtime story. Will Crabby ever get to go to sleep? With comic speech bubbles and full-color artwork throughout, Geisel Award Honoree Jonathan Fenske's early reader series is sure to be a hit with new readers!

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.Tough Test Questions? Missed Lectures? Not Enough Time? Textbook too Pricey?Fortunately, there's Schaum's. More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. Schaum's is the key to faster learning and higher grades in every subject. Each Outline presents all the essential course information in an easy-to-follow, topic-by-topic format. You also get hundreds of examples, sovled problems, and practice exercises to test your skills.Schaum's Outline of Spanish Grammar, Seventh Edition is packed with clear, logical explanations that will help you build linguistic competency in Spanish. This updated edition provides expanded coverage of special verb forms and verb usages unique to Latin America to match the latest high school and college courses.Schaum's O

Kids baking is a piece of cake with this colorful kids’ cookbook for ages 4 to 8Baking for kids can be so exciting! Kid Chef Junior Bakes continues the tradition of every previous Kid Chef cookbook and Kid Chef Bakes cookbook, with recipes that hit the sweet spot between fun, easy, and truly tasty. With step-by-step instructions and large text that’s easy to read, this baking cookbook for kids will get kids baking in no time. Whether they’re learning how to make Dirt Cups with Candy Worms, Strawberry Ice Cream Cone Cupcakes, or Razzle-Dazzle Raspberry-Cream Cheese Muffins, they’ll be baking for real—together with you.This kids baking book includes:*A range of challenge levels—With this junior chef cookbook, kids will try a mix of recipes with different baking techniques so they can challenge themselves to practice key kitchen skills.*The ultimate kid baking cookbook—From oven and knife safety, to reading a recipe, to measuring ingredients accurately, kids will learn the importance of s

Magical friends Unicorn and Yeti love to share!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 te

Magical friends Unicorn and Yeti love to share!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!Yeti loves playing on the swing. Unicorn would like a turn.Unicorn loves eating peaches. Yeti would like to try one.Unicorn and Yeti find a sparkly rock. They would both like to take it home.Can these magical friends discover how to share? These laugh-out-loud stories with full-color artwork and easy-to-read text throughout are perfect for new readers!

ason has a problem. He doesn't remember anything before waking up on a school bus holding hands with a girl. Apparently she's his girlfriend Piper, his best friend is a kid named Leo, and they're all

1. Maisy's NurseryIt’s time for school! Maisy and her friends play with building blocks, practice their counting, and sit down for storytime. A pop-up classroom scene waits at the end of the book with paper press-outs of Maisy and her pals. Kids will relish the chance to play teacher and decide the lessons, all the while putting their imaginations to the test and learning about the routines that make up a day at school.2. Maisy's FarmWhat’s more fun than a day on the farm? A day on the farm with Maisy! Maisy’s Farm is an amazing three-dimensional pop-up farm full of things to do and animals to love. The sturdy stand-up Maisy figure has arms that move and a tractor to ride in. Children will love to help Maisy milk the cow, collect the eggs, tend to the vegetable patch, and more! With twenty-six full-color press-out pieces and loads of flaps to lift and tabs to pull, there’s no end to the fun on Maisy’s farm.3. Maisy's HouseMaisy’s fans are invited to join the friendly mouse as she goes

Celebrating ten years of this much-loved story, Ernest: 10th Anniversary Edition is a wonderfully imaginative book about a moose with a big problem from the award-winning Catherine Rayner.Ernest is a

Princess Truly to the rescue!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!Meet Princess Truly! With the help of her rocket boots and her magical, sparkly curls, she becomes a super girl and uses her smarts and strength to save the day. But when her friend Lizzie has a rescue mission of her own, Lizzie doesn't feel so super. Can Truly help her friend believe in herself and find her confidence? These rhyming, funny, and empowering stories with full-color artwork and easy-to-read text throughout are perfect for new readers!

It's springtime in this charming, busy town and there is a lot going on! A house gets a top-to-bottom spring cleaning and farm fields are being prepared for planting. People are shopping, commuting to work, constructing buildings, and meeting friends. If you look closer, you'll recognize the same characters appear on every page, each with their own story. There's Wilfred the jogger slipping on a banana peel and his friend Erica who comes to help him. Three cheerful nuns shop, chat, and share a snack at the cafe. A stork surveys all the activity from the sky while a mischievous fox scampers through the streets. In the tradition of Richard Scarry and Where's Waldo, this book encourages kids to return again and again to each spread, following along with the characters and inventing their own stories. They'll recognize parts of their own world, while also learning about the endless ways we live, work, and play in the spring.

Have you ever had a problem with someone else? What did you do? When we have problems with other people, we can choose what to do by Taking a Spin on the wheel of choice! It’s all part of understandin

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

Puzzled by past tenses? Confused by comparatives? This clearly structured and beautifully presented workbook is packed with grammar practice activities that make learning English grammar incredibly ea

In this novelty board book series, toddlers are invited to pull, roll, slide tabs and lift flaps while learning first words on avariety of subjects. Slide a panel and see a sand castle, or what kind o

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

Tinker, make, and engineer to learn through play! With TinkerActive Workbooks, learning leaps off the page and into the real world. Start with interactive and entertaining exercises that cover the ess

Tinker, make, and engineer to learn through play! With TinkerActive Workbooks, learning leaps off the page and into the real world. Start with interactive and entertaining exercises that cover the ess

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

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

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

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!Hedgehog loves his new bike. His best friend Harry says he likes it, too. But when Hedgehog asks Harry to go bike riding with him, Harry says he does not want to go. Does Harry not like his friend's new bike? Or could this all have something to do with training wheels? These reassuring, laugh-out-loud stories with full-color artwork and easy-to-read text throughout are perfect for new 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!Unicorn has a horn and can do magic.Yeti is big and furry and cannot do magic.Yeti likes snowball fights.Unicorn does not like snowball fights.But Unicorn and Yetibothlove sparkly things, hot chocolate with rainbow sprinkles, and -- most of all -- being best friends! These laugh-out-loud stories with full-color artwork and easy-to-read text throughout are perfect for new 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

A little boy has a problem with his dragon: he’s no longer able to breathe fire. What to do? How on earth do you rekindle a despondent dragon’s flame? The little boy tries shaking him by his tail, and