Mastering Python Design Patterns

通俗易懂/圖示引導/豐富實例高效入門機器學習最佳速成30秒極速瞭解本書精華內容◆ 理論基礎機器學習的應用場景、機器學習應用程式開發的典型步驟Python機器學習開發套件：numpy、pandas和matplotlib演算法模型性能評估的指標和評估方法 ◆ 八大常用機器學習演算法k-近鄰演算法、線性回歸演算法、邏輯回歸演算法、決策樹支持向量機、單純貝氏演算法、PCA演算法、k-平均值演算法◆ 七大實

本書是一本系統介紹深度學習基礎知識和理論原理的入門書籍。本書從神經網絡的基本結構入手，詳細推導了前向傳播與反向傳播的數學公式和理論支持，詳細介紹了如今各種優化神經網絡的梯度優化算法和正則化技巧，給出了在實際應用中的超參數調試和網絡訓練的技巧。同時，也介紹了典型的卷積神經網絡（CNN）和循環神經網絡（RNN）。除了介紹理論基礎外，本書以Python為基礎，詳細介紹了如今主流的深度學習框架PyTorc

數學忘光光，人工智慧原理看不懂？→ 大量的【圖解說明】讓你秒懂運作原理用相同資料集，訓練好的模型準確率比別人低很多？→ 【舉一反三不死背】，教你用最適當的演算法調整模型手上一堆資料，但要怎麼餵給神經網路？→ 解說各種類型資料的【預處理手法】本書秉持「先圖解、再實作，而後實務應用」的精神，帶你實際使用Python 3 + TensorFlow + Keras，訓練自己的深度學習模型深度學習是一種「實

如果您對駭客、網路安全和入侵偵測等資安知識感到好奇，本書是您最好的起點。它可以指引您學到Linux操作基礎知識，同時認識相關的工具與技術。本書將帶領您在一台虛擬機器上安裝Kali，然後學習基礎的Linux操作與管理。接著，將告訴您駭客必備的基礎知識，並學習使用bash和Python撰寫腳本的技巧。透過本書，您將學會；．駭客如何透過更改網路訊息以及操作日誌記錄檔來掩蓋行跡．如何掃描網路漏洞，以及連接

別再誤會整理＝整齊日本最有創意的公司員工，教你省時、提高生產力的100招日本文具大廠KOKUYO，是90%日本人都用過的百年老牌。1975年推出Campus系列筆記本，至今累積總銷售量高達17億本。KOKUYO身為百年老牌，不僅常常抱回日本Good Design大賞，更積極舉辦文具設計競賽，廣邀各國設計師切磋比較，從中精選好設計作為量產商品，真正造福人群。為了不被淘汰，KOKUYO與時俱進，跨出文

創意的種子就藏在日常中的小小不尋常 56個體驗式觀察練習找生活的亮點，培養你的設計師之眼 ‧21_21 DESIGN SIGHT〈單位展〉策展概念統籌 菅俊一 初著作‧日本甫上市旋即登上Amazon藝術設計類第一名‧2018年慶應大學環資學院收錄書中內容為新生入學小論文試題 草皮•螺栓•垃圾桶……我到底看了什麼？ 為什麼設計師竟能從中找到靈感？

David Macaulay, co-creator of the international bestseller The Way Things Work, brings his signature curiosity and detailing to the story of the steamship in this meticulously researched and stunningly illustrated book.Prior to the 1800s, ships crossing the Atlantic Ocean relied on the wind in their sails to make their journeys. But invention of steam power ushered in a new era of transportation that would change ocean travel forever: the steamship. Award-winning author-illustrator David Macaulay guides readers through the fascinating history that culminated in the building of the most advanced—and last—of these steamships: the SS United States. This book artfully explores the design and construction of the ship and the life of its designer and engineer, William Francis Gibbs.Framed around the author's own experience steaming across the Atlantic on the very same SS United States, Crossing on Time is a tour de force of the art of explanation and a touching and surprising childhood story

VSD是服裝可視縫合設計技術(Visible Stitcher Design Technology)的英文縮寫，可視縫合設計技術是在服裝CAD系統三大成熟模塊(打板、推板、排料)之後發展的技術。服裝企業使用可視縫合設計技術，可以在模擬樣衣的製作過程中縮短新款服裝的設計時間，從而大大減少成衣的生產週期。 本書以微思服裝VSD軟件為基礎平臺，系統地介紹可視縫合設計技術中的三維人體掃描測量技術、二維服

UDI(Universal Instructional Design)通用設計理論是近些年來，教學設計領域的新理論，它發展了關乎殘疾人無障礙環境設計的理念，試圖建立一個立體、全方位的教學設計模式，從而滿足各種學習風格、各個水平的學習者的需要，最大化每個學生的學習機會。UDI總結了近些年來腦科學研究的成果、媒體特性和教學策略，設計合適的學習目標去關乎每一個學習個體，選擇有效的方法和材料，採用合適的方

A call-to-arms about the broken nature of artificial intelligence, and the powerful corporations that are turning the human-machine relationship on its head.We like to think that we are in control of the future of "artificial" intelligence. The reality, though, is that we--the everyday people whose data powers AI--aren't actually in control of anything. When, for example, we speak with Alexa, we contribute that data to a system we can't see and have no input into--one largely free from regulation or oversight. The big nine corporations--Amazon, Google, Facebook, Tencent, Baidu, Alibaba, Microsoft, IBM and Apple--are the new gods of AI and are short-changing our futures to reap immediate financial gain. In this book, Amy Webb reveals the pervasive, invisible ways in which the foundations of AI--the people working on the system, their motivations, the technology itself--is broken. Within our lifetimes, AI will, by design, begin to behave unpredictably, thinking and acting in ways which d

A spectacular visual biography of the life and work of Le Corbusier – one of the twentieth century's most influential architectsA decade after its first publication, the bestselling monograph Le Corbusier Le Grand is finally available in a new paperback edition. Documenting the life and work of one of the giants of twentieth-century architecture and design, the book presents an array of sketches, photographs, and correspondences, charting the vast and varied output of Le Corbusier, an artist who continues to fascinate those inside and outside the architectural world.

This book aims to enrich the knowledge and toolkit of executive coaches and help them on their development path towards mastery. Edited by three leading practitioners, it brings together the expertise

要如何給孩子「我做得到」的信心，讓他們具備「用行動解決問題」的能力？已影響全世界將近70個國家、超過上百萬孩子曾參與過的教育行動，以設計思考為師，透過感受、想像、實踐、分享為基底的教育創新！因為無意間聽到一場吉蘭‧瑟吉（Kiran Bir Sethi）校長的八分鐘TED演說，臺灣DFC（Design for Change）創始團隊許芯瑋、上官良治兩位年輕人，背起簡單行囊，勇闖印度亞美達巴德市的河濱

Open out the soft pages of this beautiful, sensory-rich cloth book to meet Pig and his five farm friends – Chicken, Cow, Goose, Sheep, and Horse. Presented in a sweet gift box, the pages are made with extra padding for an ultra-soft feel, making them ideal for the pram or play mat – and they're machine washable! Little hands will love to explore Wee Gallery Cloth Books, a lovable collection of animals with crinkly ears that heighten babies' senses. The result of a fantastic partnership between Wee Gallery and words & pictures, the beautiful illustrations, bold lines, whimsical animals and repeating patterns are designed to stimulate visual development in young infants, making this soft cloth book an ideal first gift.

Most books on programming focus on the skill level of the reader rather then the topic. This book is ideal for both the experienced programmer, or the absolute beginner looking for an introduction to

重複的事交給演算法處理，你可以空出時間去做更有價值的事“本書廣泛地探討演算法概念，避免標準的「趕潮流」做法。它介紹了多數演算法入門書籍都不會談到的投票系統與文字壓縮，讓初學者在還不會走之前就會跑了！”―Steven Skiena，著名的石溪大學電腦科學系教授；《The Algorithm Design Manual》作者“演算法是電腦的核心思想。Panos Louridas寫了一本很棒的書，帶領你

Explore fascinating robotic technology through the ages, from the earliest automatons to modern humanoid helpers.From automata created by Leonardo Da Vinci to modern-day androids and animal robots, this book covers artificial intelligence (AI) throughout history. Discover the latest at the cutting edge of robotics, where science, technology, mechanical engineering, and computing meet as The Robot Book explains how robots work, how they are made, and how they help and sometimes hinder in modern society.This kids' robot book showcases the latest and greatest innovations in AI through bright graphics and stunning photography. Tech panels present fascinating facts about each robot's design, production, and capability. A thematic approach covers a range of subjects, including the most iconic robots in popular culture and robots in the workforce. The final chapter covers the future of robotics, and the opportunities and pitfalls of using robots more and more in our everyday life.Young reader

本書獲台灣 IBM 推薦 身處於資訊爆炸的時代，數據無時無刻不間斷產生，大型購物網站的會員資料、工廠大規模的感測器數據…等等，當要處理的資料規模達到大數據等級時，就不再是單機的 R 或 Python 可以應付得來的。 Apache Spark 是一套分散式和高擴展性的資料分析系統，在大數據分析乃至於計器學習的應用上佔有一席之地。為了因應資料量爆炸性的成長，Spark 也不斷擴充其功能模組，提供更具

An illustrated book of 100 first words in English, French, and Spanish, including 100 double-sided flash cards.The optimal time for a child to learn another language is from birth to 3 years—at the same time he or she is learning a first language—so My Very First 100 Words includes 100 everyday words in three languages. Every word is illustrated with a colorful, eye-catching photograph and on a separate double-sided flash card the word is translated into French and Spanish. Categories include At the Farm, At the Zoo, Under the Sea, Eat, and Things to Wear. With its bright colors and clear design, this essential first words book and card pack will be loved by babies and toddlers and used by parents time and again, as they encourage those all-important early language skills.

STORY+ART+DESIGN 那些年，我們沒上到的藝術史，都在這本裡面。──美感細胞共同創辦人陳慕天 一本有美感、有感動的藝術史 ※英國藝術說書人與水彩插畫家的完美結合※ 帶你穿越時空、身歷其境說故事 最有可能啟蒙你藝術之眼的一本書 小孩、大人都有感，親子共讀最佳讀本！ 以人性為軸，激發出「是誰或什麼賦予了藝術品價值？」的深刻思考。 這是一本相當有趣而出色，適合