Practical machine learning

Fundamentals of Machine Learning discusses the basics of python, use of python in computing and provides a general outlook on machine learning. This book provides an insight into concepts such as line

"Machine Learning is rapidly becoming one of the most important areas of general practice, research and development activity within Computing Sci- ence. This is re ected in the scale of the academic r

Master the new computational tools to get the most out of your information system. This practical guide, the first to clearly outline the situation for the benefit of engineers and scientists, pro

This interactive early learning activity book is packed full of trains! Trains that huff and puff and rattle and rush. Trains that can rumble over bridges and through tunnels. Trains with rails and wh

Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning aboutand solvingan extraordinary range of problems, from the mundane to the most d

Reflecting the latest technology and tools of the trade, MATHEMATICS FOR MACHINE TECHNOLOGY, 7e provides the mathematical skills and practice that students and apprentices will use on the job in the m

Language learning research aims to describe and fully explain how and why language learning takes place, but can fall short of its stated purpose. Systematic, rigorous research is needed if the growing field of language learning is to progress methodically. This book demonstrates and fully explains such a methodology. Given that research in language acquisition yields practical pedagogical implications, it is crucial that it is rigorous and accurate.This book offers a quantitative research methodology that relies on statistical analysis in order to make inferences and conclusions about language learning. Experimental research aims to understand differences between or within groups of learners under manipulated environments. It requires strict control of conditions, enabling interpretations with a low factor of error. Aek Phakiti provides step-by-step guidelines and underlying principles, epistemology and methodology, in a book that is essential for advanced students of language acquisi

Geared entirely to Excel 2013, PRACTICAL MANAGEMENT SCIENCE uses an active-learning approach and realistic problems to help you take full advantage of the power of spreadsheet modeling. The text prese

Emphasizing the practical and the local, THE PURPOSEFUL ARGUMENT: A PRACTICAL GUIDE, 2E effectively brings argument into real life with community-based writing activities, illustrating that the tools

Clark (nursing and health services, Walden U.) and Paraska (Duquesne U.) outline the principles of health promotion for undergraduate nursing students and nurses, nurse practitioners, and graduate stu

The Practical Workbook contains detailed interactive exercises such as fill-in-the-blank and matching, designed to reinforce learning and increase student comprehension.

PRACTICAL COMPUTER LITERACY, Third Edition, provides clear, comprehensive instruction on the basics of computer literacy. This convenient, reader-friendly text integrates computer concepts, Microsoft

Completely revised, this new edition with its fresh new design, teaching strategies, ideas and advice provide general principles for teaching. A Coherent, evidence based view of teaching and learning

This practical new book from Pearson Assessment Training Institute organizes research-based recommendations about classroom assessment practices around three formative assessment questions: “Where am

These 4x4 stickers give practical study information to reinforce basic language and math skills. Stick them on a desktop, in a notebook, or folder. Perfect reference guides to reinforce what is being

These 4x4 stickers give practical study information to reinforce basic language and math skills. Stick them on a desktop, in a notebook, or folder. Perfect reference guides to reinforce what is being

The Third Edition of this popular text continues its in-depth, practical coverage with a focus on learning and instruction that presents the latest psychological and educational models and research to

An industry leader speaks out against boring, ineffective, costly e-learning and provides practical guidelines for creation of powerful, e-learning-based performance solutions. e-Learning is emerging

This all-new edition of Web-Based Training is filled with practical charts, tables, and checklists that shows you how to design winning training programs for delivering instruction on the Web. Well g

This practical resource gives primary teachers a collection of stimulating, tested learning center activities to teach and reinforce alphabet letters and their sounds. Helps children identify and spel

This book describes in detail how educators can apply curriculum standards, performance standards and opportunity standards to improve education of special learners. It provides practical examples whi

A charming, hilarious, and practical book about one woman’s stumbling, painful efforts to start running and how becoming a runner ultimately transformed her relationships, her body, and her life. In h

MASTERING COMPETENCIES IN FAMILY THERAPY: A PRACTICAL APPROACH TO THEORY AND CLINICAL CASE DOCUMENTATION, 2nd Edition provides a competency-based approach to teaching clinical skills in marriage and f

A complete course on sewing—from threading a needle to couture hemmingFinally someone has created every sewer's ideal companion: a comprehensive book on every aspect of hand and machine sewing—from th

This text offers nurse educators a comprehensive conceptual and practical introduction to student-centered pedagogies and their classroom and clinical applications. The book examines the complexities

Critical Acclaim for The Practical Art of Suicide Assessment "There is . . . no better guide for learning about and clinically assessing the phenomenology of suicidal states. Penned with a compell

In a candid, moving, and practical guide, a physician who also suffers from ADD describes his unique program to help his son overcome Attention Deficit Disorder and learn to read. Original.

This book brings together novel concepts in machine vision, computer graphics, and threedimensional modelling, in solving real practical inspection problems. Automated inspection of three-dimensional

內容介紹: 在 ChatGPT 和 AIGC 應用發光發熱之際，你是不是驚覺：怎麼 AI 已經離我這麼近了！其實 AI 一直都在，只是默默在背後運作，然而多數人還不認識 AI，因而有許多神話或恐懼的想法。-▌如果你是上班族：看到媒體、新聞反覆報導，又說 AI 多厲害，又說 AI 會造成失業，到底 AI 是甚麼？對你的工作有甚麼幫助或影響？有危機意識的你該如何擺脫宿命？▌如果你是新鮮人或轉職者：懂不懂 AI，直接影響未來求職的競爭力。當企業對 AI 求才若渴，你的履歷會需要多點 AI 來加分！不過之前學校教的不多，網路資源又讓人似懂非懂，想要獲得企業青睞，該從何下手？▌如果你是家長：這一代年輕人就是 AI 原生族群，AI 勢必伴隨著他們成長，而 AI 所帶來的影響也是避無可避，想要消弭可能的科技代溝，該怎麼預防？-AI 時代已然揭開序幕，要在這個時代生存，你需要對 AI 有基本素養，首要認識 AI、知道 AI 的能耐與限制，然後懂得運用 AI 來提高效率，彌補自身不足，才不會被改革的浪潮所淹沒。有感於一般大眾對於 AI 的認識有限，就算詳讀許多相關資料，單憑書籍、網路文章的隻字片語，難以對 AI 有深刻體悟。作者將人工智慧看似艱澀難懂的知識，經由淺顯易懂的觀念講解，搭配 40 個零基礎也能玩的實作，化為大家都「看得懂、說得出、做得到」的 AI 素養。沒有程式、沒有數學的學習門檻，帶領你無痛體驗生成式 AI、機器學習、深度學習、自然語言處理、電腦視覺辨識...等各種 AI 技術，不懂程式的你，也可以親手訓練 AI、掌握 AI，讓 AI 成為你的神助手！ 本書特色: ▌專家學者誠摯推薦 ▌王年燦｜致理科技大學 創新設計學院 教授兼院長林仁智｜國立臺北教育大學 數位科技設計系教授兼系主任林筱玫｜台灣人工智慧協會 執行長區國良｜國立清華大學 學習科學與科技研究所 教授張一偉｜凡甲科技總經理張維元｜「資料科學家的工作日常」版主(以上依照姓名筆劃順序排列)\ 一看就懂的 AI 最強入門書 /貼近科技脈動，跟上 AI 技術發展腳步，吸收新知不落伍！● 生成式 AI (Generative AI)● 機器學習 (Machine Learning)● 深度學習 (Deep Learning)● 卷積神經網路 (CNN)● 循環神經網路 (RNN)

Gain a complete understanding of Grades 6, 7 and 8 STEM subjects.From atoms and rocketships to vaccines and the human nervous system, this fully illustrated home learning workbook will help your child be at the top of their science class! This engaging science book for kids makes tricky topics and challenging concepts completely crystal clear! Here's what's inside: - Covers the core STEM topics, from biology, chemistry and physics, to technology. - Clearly laid out with easy-to-follow instructions for children to use by themselves. - Answers are given at the back of the book. - Practice questions and practical exercises to help expand your child's knowledge of the subject. Take your child's STEM learning to the next levelDid you know that many plants have a transport system to carry water and nutrients wherever they are needed? Or that most power stations around the world burn fossil fuels to make electricity? Packed with fascinating facts, fun graphics and step-by-step explanations, t

國內外最具代表性案例兩大雲端應用、15項分類實例、9大專題實戰自然語言、文字識別、語音轉換、分析預測、物件自動標示、影像辦識真正實練！從資料收集整理、模型訓練調整，檢測修正到產出全面解秘！資料科學(Data Science)技術崛起後，人工智慧(Artificial Intelligence)、機器學習(Machine Learning)與深度學習(Deep Learning)儼然成為電腦科學最熱

本書的主要目標是，大家一起來「不寫程式，而學AI」。例如不知Python而亦能用TensorFlow。 當今的AI是屬於機器學習(Machine Learning)的一支，基於神經網路( NN: Neural Network)的深度學習。現在，人人都想去理解AI電腦(即機器)到底是如何學習的，以便掌握AI技術熱潮，捷足先登，踏進這項當今的主流產業(AI人工智慧)。 然而，AI機器學習的演算法(Algorithm)又非常依賴於高等數學的運算式，包括線性、非線性函數、N維矩陣(Array)、張量(Tensor)、微分導數、梯度(Gradient)下降、梯度消失等大家很陌生的數學概念和術語。這些複雜性大大阻礙人人親近AI的機會和途徑。俗語說：「面對複雜，唯有簡單」。所以，尋覓和創造一個簡單、親切的途徑，讓人人都能享受，就能彌平進入AI的高大門檻了。Google推出的AI平台：TensorFlow。雖然它還不能完全實踐的美好境界，但可望它是一個不錯的起點了。於是，本書就將Excel試算表與TensorFlow結合起來，就能實現了。不懂程式設計而能學AI，好比不懂車而能學開車。在本書裡，筆者把與分離開來。於是大多數不諳編程技術者，皆能直接切入，而輕鬆愉快地學習AI了。

你要聽特斯拉馬斯克的或是臉書祖克伯的？前者認為人工智慧（AI）會毁滅人類，後者說不會！其實你應聽Google的，它提供平台讓中小企業也可以搭上人工智慧的特快車！ 將衝擊世界的人工智慧類型基本上是指會自己學習的電腦，也就是所謂的機器學習（Machine Learning）及深度學習（Deep learning），而非過去大家習慣的電腦依程式行事。前者是指機器自己由大量資料中，得出某結論，如給電腦一堆

Advanced Issues in Partial Least Squares Structural Equation Modeling provides a practical and applied description of advanced issues in PLS-SEM relevant for students, professors and applied researchers. Authors Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan combine simple explanations of complex statistical concepts with examples and case studies that readers can follow using datasets available with the book. Furthermore, instead of providing technical descriptions of the concepts with a multitude of formulae, the book will focus on the appropriate analysis of data and interpretation of outputs. Many of the examples are based on the SmartPLS software, created and maintained by the authors. The book is easy to use for both independent and guided learning, including numerous graphs, tables, illustrations, multiple downloadable datasets (provided on a companion website), exercises, and further readings. Where appropriate, supplementary analyses and data mana

Provide your students with a concise, practical, and time-tested introduction to the most important areas of tax law with INCOME TAX FUNDAMENTALS 2017. For more than 30 years, this textbook has set th

This work gathers international contributors in e-learning, global education, higher education, enterprise education, and adult education to explore the latest theory, research, and practical expe

Python Machine Learning「機器學習」（machine learning）已是一門改變資料分析方式的重要學科，而本書將引領你進入預測性分析的世界，透過在科學領域已應用得相當廣泛的 Python 程式語言進行實作。藉 由本書，可以幫助你對資料分析的方式做出最佳決策，或是用於提昇機器學習系統的效能。內容包含 scikit-learn、Theano 及 Keras 等一系列強大的 P

內容簡介:以簡單有效率的方式分析資料與預測結果 機器學習的目的是預測，使用你已經知道的來預測你想要知道的—根據這兩者之間的歷史關係。它的核心是一種數學 / 演算法技術，你需要深入瞭解數學與統計學概念，並熟悉 R 與其他專用語言。本書為廣大的讀者簡化機器學習技術，把焦點放在兩種可以有效地預測結果的演算法族群，告訴你如何透過熱門且容易上手的 Python 程式語言來使用它們。 作者 Michael B

★CNN、《新科學人》、《經濟學人》、《柯克斯書評》等多家媒體推薦報導★比爾．蓋茲年度選書！揭開大數據、人工智慧、機器學習的祕密，打造人類文明史上最強大的科技——終極演算法！有一個終極演算法，可以解開宇宙所有的祕密，現在大家都在競爭，誰能最先解開它！．機器學習是什麼？大演算又是什麼？．大演算如何運作與發展，機器可以預測什麼？．我們可以信任機器學過的東西嗎？．商業、政治為什麼要擁抱機器學習？．不只商