Machine Learning Algorithms for Problem Solving in Computational Applications

This book introduces Raspberry Pi, using real world applications in computer vision, machine learning, and deep learning. It provides a detailed, step-by-step, approach to application development for

The text covers important algorithm design techniques, such as greedy algorithms, dynamic programming, and divide-and-conquer, and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures such as skip-lists to dimensionality reduction methods.

P.O.W.E.R. Learning is the only research-based student success series with a unifying system for critical thinking and problem solving. P.O.W.E.R. Learning maximizes students' potential for success in

Problem Solving in Primary Mathematics is an essential text designed to support new and experienced teachers in guiding pupils through mathematical investigations and problem solving, offering a frame

Pragmatic AI is the first truly practical guide to solving real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Writing for business professional

Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for nonlinear system modeling and identificati

The author first introduces the basic framework for cultural algorithms and he then explains the social structure of a cultural system as a mechanism for the distribution of problem-solving informatio

This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22–24, 2018,

Level: KS1Subject: Maths An engaging problem solving and reasoning activity book to help boost your child's progress at every stage of their learning! Fully in line with the national curricul

此系列共７冊：180 Days of Problem Solving for Kindergarten180 Days of Problem Solving for First Grade180 Days of Problem Solving for Second Grade180 Days of Problem Solving for Third Grade180 Days of Problem Solving for Fourth Grade180 Days of Problem Solving for Fifth Grade180 Days of Problem Solving for Sixth Grade

In Play in Creative Problem-solving for Planners and Architects, "play" is defined, explored and demonstrated as a critical catalyst in creative problem-solving processes.

Fuzzy Neural Networks for Real Time Control Applications: Concepts, Modeling and Algorithms for Fast Learning provides readers with a comprehensive understanding of a process that is increasingly bein

Apply a fully test-driven approach to machine-learning algorithms, and save yourself the pain of missing mistakes in your analyses. Most data scientists have run an analysis and simply accepted any an

This book presents some of the most recent research results in the area of machine learning and robot perception. The chapters represent new ways of solving real-world problems. The book covers topics

If you’re an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You’ll learn how to write algorithms that automatically sor

One of the currently most active research areas within Artificial Intelligence is the field of Machine Learning. which involves the study and development of computational models of learning processes.

Problem Solving and Programming Concepts, 9/e, is a core or supplementary text for one-semester, freshman/sophomore-level introductory courses taken by programming majors in Problem Solving for Progra

First published in 1993, this thesis is concerned with the design of efficient algorithms for listing combinatorial structures. The research described here gives some answers to the following questions: which families of combinatorial structures have fast computer algorithms for listing their members? What general methods are useful for listing combinatorial structures? How can these be applied to those families which are of interest to theoretical computer scientists and combinatorialists? Amongst those families considered are unlabelled graphs, first order one properties, Hamiltonian graphs, graphs with cliques of specified order, and k-colourable graphs. Some related work is also included, which compares the listing problem with the difficulty of solving the existence problem, the construction problem, the random sampling problem, and the counting problem. In particular, the difficulty of evaluating Pólya's cycle polynomial is demonstrated.

Various elementary techniques for solving problems in algebra, geometry, and combinatorics are explored in this second edition of Mathematics as Problem Solving. Each new chapter builds on the previou

Action Learning for Managers is a clear, concise and straightforward guide to this well-established approach to problem solving and learning in groups that enables change in individuals, teams, organi

Inferring the precise locations and splicing patterns of genes in DNA is a difficult but important task, with broad applications to biomedicine. The mathematical and statistical techniques that have been applied to this problem are surveyed and organized into a logical framework based on the theory of parsing. Both established approaches and methods at the forefront of current research are discussed. Numerous case studies of existing software systems are provided, in addition to detailed examples that work through the actual implementation of effective gene-predictors using hidden Markov models and other machine-learning techniques. Background material on probability theory, discrete mathematics, computer science, and molecular biology is provided, making the book accessible to students and researchers from across the life and computational sciences. This book is ideal for use in a first course in bioinformatics at graduate or advanced undergraduate level, and for anyone wanting to kee

Computational learning theory is a subject which has been advancing rapidly in the last few years. The authors concentrate on the probably approximately correct model of learning, and gradually develop the ideas of efficiency considerations. Finally, applications of the theory to artificial neural networks are considered. Many exercises are included throughout, and the list of references is extensive. This volume is relatively self contained as the necessary background material from logic, probability and complexity theory is included. It will therefore form an introduction to the theory of computational learning, suitable for a broad spectrum of graduate students from theoretical computer science and mathematics.

The development of thinking skills which will improve learning and problem-solving performance at work is an important aim for vocational education and training. The best of workers - manual, technica

此書配合108課綱，三民普通型高級中學英文課本內容編寫。是自主學習、課後複習最佳夥伴。本書針對課本、附冊的重點：課文、單字片語、句型詳加解析，並搭配專業老師精心編寫的即時練習，讓學習有重點，效率高。Read About It：逐句講解課本裡，每課課文文法重點、句構並提供中文翻譯。Words for Production & Idioms and Phrases：逐個介紹附冊裡的單字與片語，並提供搭配用法等補充資訊。Learn About Sentence Structure：說明課本內重點句型的意義與用法。延伸補充FYI：針對當課相關的額外資訊，彙整成四大類，字詞知識、Usage、字以類聚、slang & saying。提高自主學習效率。Give it a shot!：課文、單字片語、句型的即時練習，加深印象。

全方位重點 ALL IN ONE鞏固基礎｜課文結構、寫作手法以表格統整延伸知識｜彙整必讀、必考語文知識強化閱讀｜每課一組閱讀題，練習統測題型

It’s a bird! It’s a plane! It’s a . . . pancake? Our favorite syrupy superhero returns in a new graphic novel to face Breakfast Town’s new supervillain and take down her terrible mind control machine . . . before it takes over the entire town!When we last saw our hero, Peggy Pancake, she was learning to be more responsible by babysitting five mini muffins and rescuing Breakfast Town from a Mini Mega Laser of Doom disaster. Now, stranger things are happening . . . and Peggy is so busy trying to prevent Breakfast Town from becoming complete toast, she keeps missing important plans with her brother, Patrick! To try and mend their relationship, Peggy and Patrick’s parents sign them up to perform together at the school talent show. Little do they know the Bacon Bullies will be in the audience, and Peggy’s singing voice has been, well, more scrambled than it used to be.As Peggy and her friends investigate the mysterious events around town, they find a familiar enemy working from a lair under

《圓覺經》全名《大方廣圓覺修多羅了義經》，透過文殊師利等十二位菩薩與佛陀的問答，宣說如來圓覺妙理，揭櫫一切眾生具足圓覺妙心，是指引如何修行成佛的經典。《圓覺經》廣受唐代天台、華嚴、禪宗、密宗重視，北宋郭印提出佛教四書，清末吳坤修甄選釋氏十三經，它從未缺席，又早早流布高麗與鎌倉時代的朝鮮、日本。該經一卷之薄，允為東亞漢傳佛教「經中之睛」。是次新注新譯，深度利用東亞文獻以校勘、輯佚，紹述唐僧玄奘忠於原典及思想、語言原貌之傳統，從佛學乃至文學角度，予以精當闡釋，化深奧為易懂，內容至簡至要。〈導讀〉一文更明析該經結構、善本、善注、文體，乃至東亞古典時代地位諸議題。研讀佛教經典者，切莫錯過。The Sūtra of Perfect Englightenment 圓覺經, whose full title is The Nītârtha Sūtra on the canon of the great and expansive Perfect Enlightenment (Dà fāngguăng yuánjué xiūduōluó liǎoyì jīng) 大方廣圓覺修多羅了義經, uses a conversation between the Buddha and twelve Bodhisattvas, led by Mañjuśrī, to promulgate the wondrous doctrine of perfect enlightenment. It discloses that all sentient beings have an innate mind of perfect enlightenment, and guides them on how to train to attain Buddhahood. In the Tang dynasty, the Sūtra of Perfect Enlightenment was held in high esteem by the Tiantai, Huayan, Chan, and Vajrayāna (Esoteric) schools. And it was listed in the four Buddhist classics proposed by the Northern Song’s G

The ultimate write-in Algebra 2 Workbook, with more than 130 exercises, plus step-by-step solutions, to give students all the extra practice they need to ace Algebra 2 class. Each chapter in this comprehensive workbook aligns with a chapter in the Algebra 2 study guide, providing students the opportunity to reinforce their Algebra 2 skills with extra in-depth practice. Each Workbook chapter begins with a brief recap of concepts and has 10-15 robust practice questions covering all the skills reviewed in each chapter. A variety of question types like solving equations, graphing functions, applying algebra skills to real world problems, and more, provide a broad assessment of student understanding. In the back of the book, an in-depth solutions section takes readers step-by-step through each problem, showing them how to get the right answer, and helping them check their work. More than a drill and kill workbook, it's a "how to" and "here's why" that can be used to supplement classroom ins

This 4-book paperback box set is perfect for aspiring sleuths--master crime-solver Encyclopedia Brown lets you crack the cases along with him! A set of four bestselling books in the classic mystery series starring everyone's favorite boy detective, Encyclopedia Brown! Whether Encyclopedia is solving cases for his neighborhood friends or his chief-of-police dad, he always has an intriguing mystery to crack. Set includes: Encyclopedia Brown: Boy DetectiveEncyclopedia Brown and the Case of the Secret PitchEncyclopedia Brown Finds the CluesEncyclopedia Brown and the Case of the Marshmallow Tower

Tess被迫搬到華盛頓與姊姊Ivy同住，原以為只是一場無奈的家庭重聚，卻發現姊姊竟是替權勢人物掩蓋醜聞的「修補師」。就讀貴族學校後，Tess意外捲入同儕間的秘密與交易，也逐漸成為學生版的「問題處理者」。隨著校園事件與政治世界交錯，兩人看似平行的生活線愈發緊密。姊妹之間的距離與信任被重新考驗，而Tess也必須看清：在這座權力之都，誰說真話、誰操控謊言，可能決定她能否安全離開。This mystery thriller by the bestselling author of The Inheritance Games is a gripping story of high stakes, betrayal, and unpredictable twists. Any problem can be fixed for a price . . . When Tess Kendrick is sent to stay with her older sister in Washington D.C., she has no idea that Ivy is the capitol's go-to "fixer," a person who can make powerful people's scandals disappear with a snap of her fingers. Tess never thought she and Ivy had much in common, but when she enrolls at the exclusive Hardwicke School, she soon finds herself thrust into the role of high school fixer, solving problems for the children of the D.C. elite. But secrets pile up as each sister lives a double life, and their worlds come crashing together when a scandal from the halls of Hardwicke reaches Capitol Hill. As the stakes tu

Welcome to the most magical bakery -- Witchycakes! Little Blue, a witch-in-training, delivers baked goods all over their town, and helps their neighbors with a touch of magic. Cozy up with this sweet chapter book with irresisitible full-color art on every page!In a magical bakery called Witchycakes there's a young witch-to-be named Blue. Blue's Mama bakes with magic and Blue makes the deliveries! They ride their bike all over town with their basket filled with magical scones, tartes, and pies to deliver. There's always something going on in Shelville and Blue loves to help their neighbors -- especially if helping them means they get to use a little bit of magic.Cook up some love with Blue as they use magic and problem-solving to be the best helper they can be in their whimsical little town. And there's a special magical recipe at the end of the book!Fresh from the oven. . . another WITCHYCAKES book! Don't miss Witchycakes #2:Changing Magic

全方位重點 ALL IN ONE鞏固基礎｜課文結構、寫作手法以表格統整延伸知識｜彙整必讀、必考語文知識強化閱讀｜每課一組閱讀題，練習統測題型

《不淑女的謀殺案》：校園偵探搭檔，解開重重謎團如果你喜歡《天才少女福爾摩斯》和《南西．德魯》，那你一定會愛上《不淑女的謀殺案》系列！天生偵探黛西．威爾斯和她的「華生」黑茲爾．王，在寄宿學校組成了祕密偵探社。起初她們以為沒有案件可辦，直到一連串神祕的謀殺案發生。這對風格迴異的搭檔將運用她們的智慧和友情，聯手解開一樁樁不淑女的謀殺案。本套書收錄全系列 11 本，讓你一次讀個過癮。Fans of Enola Holmes and Nancy Drew will love the exciting A Murder Most Unladylike mystery series--all eleven books now available together in one collectible paperback boxed set! Daisy Wells and Hazel Wong both have a penchant for solving mysteries. In fact, outspoken Daisy is a self-described Sherlock Holmes, and she appoints wallflower Hazel as her own personal Watson when they form their own (secret!) detective agency. The only problem? There is nothing to investigate at the perfectly proper Deepdean School for Girls they both attend. Or is there? Follow Daisy and Hazel as they put their deductive skills and friendship to the test to solve a series of murders most unladylike! This entertaining paperback boxed set includes: Murder Is Bad MannersPoison Is Not PoliteFirst Class MurderJolly Foul Play

Take your self-study English language learning and confidence to the top level with the fourth practice book in the visual learning series English for Everyone.Practice Book: Level 4 Advanced will help you to solidify the skills you learn from the Course Book: Level 4 Advanced or from your other courses or studies. Strengthen your language for topics such as family life, business, and news and the media.Grab your pen and work your way through the exercises as you cover each topic. Activities include filling in the blanks, true or false decision-making, matching the pairs, and much more. Audio material is provided at every stage through the English For Everyone website and apps to provide vital experience of spoken English and make even tricky phrases easy to understand.English for Everyone is aligned to the CEFR, the international standard for language learning, and ideal for preparation for major English-language exams including IELTS, TOEIC, and TOEFL. Whether you want to improve you

The 39-Storey Treehouse in colour is the third book in the bestselling Treehouse series by Andy Griffith's and Terry Denton. This laugh-out-loud story is told through a combination of text and fantastic cartoon-style illustrations - all now in full colour! Perfect for fans of Dog Man and Bunny vs. Monkey.Andy and Terry's amazing treehouse has thirteen new levels (it used to be 13 storeys, then 26, but they keep expanding!)They've added a chocolate waterfall you can swim in, a volcano for toasting marshmallows, a bulldozer-battling level, a baby-dinosaur-petting zoo, a not-very-merry merry-go-round, a boxing elephant called the Trunkinator, an X-ray room, a disco with light-up dance floor, the world's scariest roller coaster and a top-secret thirty-ninth level which hasn't even been finished yet!And this year Terry has created the greatest invention that he – or anyone else – has ever invented . . .a Once-upon-a-time machine that will write and illustrate their entire book for them!Well

The # 1 SUNDAY TIMES BESTSELLING MURDLE SERIES presents an exciting new book of perplexing puzzle mysteries for young detectives'Immersive puzzle and mystery-solving fun' Woman & Home'If you're looking for a book that both entertains and challenges young minds, Murdle Junior is an excellent choice' Irish NewsFrom the internationally bestselling MURDLE series comes a new book of immersive puzzle- and mystery-solving fun for young detectives!Join four junior sleuths on their daring detective journeys deciphering codes, navigating maps and solving mazes to catch the dastardly culprits of fiendish crimes - and earn your own Murdle Junior badge.Race to the top echelons of a prestigious school to unravel The Case of the Missing Pencil, explore the secret passageways beneath The Mysterious Investigation Institute and crack the conundrum of The Deadly Silent Spy Organization that links them all. And more!With over forty mysteries featuring key suspects, locations, clues and more to enter i

Has the mummy of an angry Pharaoh come to life? Help time travellers Jade and Jack to investigate the mystery by solving lots of brain-teasing puzzles.Jade and Jack are ready for another trip back in time. An Ancient Egyptian scarab beetle transports them to 1250 B.C. where they investigate plots, pyramids and a mummy that seems to have come to life.This second title in the brand new Puzzle Adventures series is packed with all sorts of problems to solve from picture puzzles to cryptic codes, with all the answers in the back

A funny, heartwarming story about internet trolling and learning to love yourself.The Times Children's Book of the Week - "Playful and perceptive...This is definitely one troll worth unblocking"Indie Book of the Month - September 2024A funny, heartwarming story about internet trolling and learning to love yourself.Below the bridge,beneath the log,underneath the burping bog,where townsfolk whispered, cringed and crept,a terrifying monster slept...In this funny tale, inspired by both internet trolls and The Three Billy Goats Gruff, there is a terrifying troll that lives under a bridge. Unseen, he delights in shouting nasty things to passers-by. But when a d/Deaf bunny unwittingly faces up to him, he realises that it's not so fun to say nasty things to someone's face. Can Troll finally learn to love himself and others?Perfect for children aged 3+· This is a funny story that addresses internet trolling in an accessible way· A charming character-led tale with Troll learning the error of his

此書配合108課綱，三民普通型高級中學英文課本內容編寫。是自主學習、課後複習最佳夥伴。本書針對課本的重點：課文、單字片語、句型詳加解析，並搭配專業老師精心編寫的即時練習，讓學習有重點，效率高。 Read About It： 逐句講解課本裡，每課課文文法重點、句構並提供中文翻譯。 Words for Production & Idioms and Phrases： 逐個介紹課本裡的單字與片語，並提供搭配用法等補充資訊。 Learn About Sentence Structure： 說明課本內重點句型的意義與用法。 延伸補充FYI： 針對當課相關的額外資訊，彙整成四大類，字詞知識、Usage、字以類聚、slang & saying。提高自主學習效率。 Give it a shot!： 課文、單字片語、句型的即時練習，加深印象。

Meet Izzy the Inventor in a laugh-out-loud chapter book series that brings together science, magic and a very lovable unicorn. Packed full of illustrations and easy-to-read text, this series is perfect for newly independent readers and fans of Isadora Moon and the Kitty books.Izzy is perfecting her tickle machine for her INVENTION COMPETITION when she discovers teeny-tiny ogres are on the loose in her local park - and it's all her fault (she brought them back from Fairytale Land BY MISTAKE). Now Fairytale Land is in chaos! There are wolves chasing wizards and goblins are tormenting the poor fairies. Izzy must find the ogres with the help of her trusty friend, Henry the Unicorn, and bring them back to Fairytale Land. Can Izzy and Henry catch the ogres? And will she be back in time for her INVENTION COMPETITION?Every book contains ideas for science experiments and a QR code with links for more to try at home.