Python data mining and machine learning in action

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

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

This book is designed for a data structures and algorithms course that uses Python. A key objective is to provide a "back to basics" approach to learning data structures and algorithms without overwh

Learn Data Mining by doing data mining Data mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading res

Data Mining for Business Intelligence, Second Edition uses real data and actual cases to illustrate the applicability of data mining (DM) intelligence in the development of successful business models

Marketing analysts use data mining techniques to gain a reliable understanding of customer buying habits and then use that information to develop new marketing campaigns and products. Visual mining to

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

Incorporating an innovative focus on data visualization and time series forecasting,Data Mining for Business Intelligence, Third Edition continues to supply insightful, detailed guidance on fundamenta

-- Technology assigned to drive business goals -- Recently there have been many books written about data warehousing and several about data mining. Most of these focus on only one part of these techno

"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

Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different algorithms。 Specifically， the book distinguishes the inner nature

Google Brings Data Mining to the People!Virtually everyone sees Google as, hands down, the best online search tool. Now you can use and improve on Google technology in your own applications.Mining Goo

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

Learning how to get answers from data is an integral part of modern training in the natural, physical, social, and engineering sciences. One of the most exciting changes in data management and analysi

☀ 科技來自於人性，讓程式設計回歸生活上的應用！ ☀ 本書不只讓你學會Python，還要讓它「真正」進入你的日常生活！ 內容簡介 人工智慧世代必備的資料擷取術 ─ 網路爬蟲，幫你建立 Python 網路爬蟲 SOP 標準作業程序 ☛ 資料是王 ( Data is King )，誰擁有資料，誰就能主宰世界。從 Python 網路爬蟲到生活應用，完整說明你需要必備的 Python 資料擷取術。 ☛ 網

The law in Ireland regarding causes of action involving the internet is a rapidly growing area of law and litigation. This book examines issues such as defamation, data protection, e-commerce and inte

The Ninth Edition of CRIMINAL JUSTICE IN ACTION places you in the center of the action and helps you excel in your criminal justice course. You'll explore vivid real-life applications that clarify key

The third edition of the Handbook of Educational Psychology is sponsored by Division 15 of the American Psychological Association. In this volume, thirty chapters address new developments in theory and research methods while honoring the legacy of the field’s past. A diverse group of recognized scholars within and outside the U.S. provide integrative reviews and critical syntheses of developments in the substantive areas of psychological inquiry in education, functional processes for learning, learner readiness and development, building knowledge and subject matter expertise, and the learning and task environment. New chapters in this edition cover topics such as learning sciences research, latent variable models, data analytics, neuropsychology, relations between emotion, motivation, and volition (EMOVO), scientific literacy, sociocultural perspectives on learning, dialogic instruction, and networked learning. Expanded treatment has been given to relevant individual differences, under

《ArcGIS下的Python程式設計》對於ArcGIS 下Python 腳本使用方法的闡述是從Python 語言本身和基於ArcGIS的Python 兩個方面同時著手，因此在閱讀本書時不需要預先具備Python 基礎知識。本書包括七個部分，Python 與ArcGIS，ArcGIS 下的地理資料與Python 資料結構，Python 的基本語句與使用Python 訪問地理資料，創建函數與使用Py

Adam Christopher's The Machine Awakes is a far future space opera set in the universe ofBurning Dark. In the decades since the human race first made contact with the Spiders—a machine race capable of

Python is the most popular programming language for beginners because it's fun, powerful, and easy to learn. So why should your introductory Python book be long and tedious? Python Crash Course gets y

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

Unique, interactive, and most of all, fun — the Doodlepedia series gets kids learning and thinking by inviting them to participate in the action. These interactive doodle guides ask readers to complet

Unique, interactive, and most of all, fun — the Doodlepedia series gets kids learning and thinking by inviting them to participate in the action. These interactive doodle guides ask readers to complet

Get creative with your sewing machine and learn the secrets of freehand machine embroidery! Poppy Treffry shares her design ideas and tips for getting the most from your sewing machine. Make fun and o

Data Communications and Networking is designed to help students understand the basics of data communications and networking, and the protocols used in the Internet in particular by using the protocol

The Seventh Edition of CRIMINAL JUSTICE IN ACTION places you in the center of the action and helps you excel in your criminal justice course! You'll explore vivid real-life applications that clarify k

Iron Man and his armored ally War Machine must team-up to defeat Fin Fang Foom—a thousand year-old dragon! Boys ages 3-7 will love this full-color, action-packed 3-D storybook based on the hit animate

Fun, engaging, and action-packed! Students learn better and are more motivated when they can put English into action! The second edition of English in Action provides learners with competency-based

Fun, engaging, and action-packed! Students learn better and are more motivated when they can put English into action! The second edition of English in Action provides learners with competency-based

‧以Python 3000(Py3K或Python 3.0)為教學重點‧介紹Python 3.0與Python 2.x版的差異性‧從基礎到深入的介紹，實際的範例程式與解說，幫助您精通Python的撰寫及應用‧以Python 3000(Py3K或Python 3.0)為教學重點‧介紹Python 3.0與Python 2.x版的差異性‧從基礎到深入的介紹，實際的範例程式與解說，幫助您精通

本書針對SQL Server 2008資料採礦技術與新增功能提供詳盡解說，並融入作者多年顧問工作之精髓，涵括許多豐富具商業價值的範例，引領你邁向Data Mining技術殿堂的最高境界。■資料採礦概論：講解資料採礦的基本觀念、詳實闡述如何以CRIPS-DM簡化資料採礦專案的複雜流程，並以專章介紹資料預處理技術。■資料採礦演算法：從演算法出發，包括演算法的原理與架構、建模過程及參數調整，並酌以範例說

Now considered a classic in its field, this book provides a comprehensive survey of machine elements and analytical design methods. This book covers the tools and techniques necessary to facilitate

The ball python is one of the most beautiful, friendly and widely sold snakes in the pet trade. Learn the most accurate and up-to date information on the husbandry and propagation of this misundersto

Master Python--the versatile cross-platform development language. This complete reference contains distinct sections, each concentrating on a core angle of the language, including applying the Python

The Python 2.1 Bible provides the only complete Python language reference on the market and includes all the information and software that developers need to use Python as a rapid application developm

Python入門經典好書，再結合ChatGPT，現正暢銷回饋中！ 【本書簡介】 學習一個程式語言，Python 的簡潔、明瞭能讓初學者快速上手。雖然 Python IDLE 環境很陽春，但有不錯的除錯功能，而附帶的 Visual Studio Code 可以讓我們在學習中擁有意外之喜。簡單的敘述可以在 Python Shell 這個互動交談模式獲得解答。除了 Python 的內建模組，也一起認識第三方套件的詞雲、Pyinstaller。由於 Python 能討論的內容非常豐富，本書僅能就初學者讓大家認識 Python 語言的魅力，透過本書做通盤性認識，全書重要主題如下： •Python 異想世界 •Python 基本語法 •運算子與條件選擇 •?圈控制 •序列型別和字串 •Tuple 和 List •字典、集合、函式 •模組與函式庫 •物件導向基礎 •淺談繼承機制 •異常處理機制 •資料流與檔案 •GUI 介面 •繪圖與影像 •ChatGPT與Python程式設計黃金入門課 期能把握住最嚴謹的態度，輔以最淺白的表達方式，讓每位讀者在期間充滿樂趣，降低閱讀壓力。筆者深信本書能讓初習者在走過 Python 語言學習之旅，拓展思考性，在程式語言世界悠遊自在。 【本書特色】 ▶認識 Python 這個簡潔的程式語言，理論與實作並行 ▶每個章節有豐富的範例，配合 Python Shell 的互動交談，更能得心應手 ▶手把手導引，由函式出發，並學習物件導向的封裝、繼承和多型三大技術 ▶課後評量使思考與操作並兼，可追蹤學習成效 ▶ChatGPT與Python雙效合一的多種程式範例

打好Python基礎，就趁現在！ 【本書特色】 ▶認識 Python 這個簡潔的程式語言，理論與實作並行 ▶每個章節有豐富的範例，配合 Python Shell 的互動交談，更能得心應手 ▶手把手導引，由函式出發，並學習物件導向的封裝、繼承和多型三大技術 ▶課後評量使思考與操作並兼，可追蹤學習成效 【本書簡介】 學習一個程式語言，Python 的簡潔、明瞭能讓初學者快速上手。雖然 Python IDLE 環境很陽春，但有不錯的除錯功能，而附帶的 Visual Studio Code 可以讓我們在學習中擁有意外之喜。簡單的敘述可以在 Python Shell 這個互動交談模式獲得解答。除了 Python 的內建模組，也一起認識第三方套件的詞雲、Pyinstaller。由於 Python 能討論的內容非常豐富，本書僅能就初學者讓大家認識 Python 語言的魅力，透過本書做通盤性認識，全書重要主題如下： •Python 異想世界 •Python 基本語法 •運算子與條件選擇 •?圈控制 •序列型別和字串 •Tuple 和 List •字典、集合、函式 •模組與函式庫 •物件導向基礎 •淺談繼承機制 •異常處理機制 •資料流與檔案 •GUI 介面 •繪圖與影像 期能把握住最嚴謹的態度，輔以最淺白的表達方式，讓每位讀者在期間充滿樂趣，降低閱讀壓力。筆者深信本書能讓初習者在走過 Python 語言學習之旅，拓展思考性，在程式語言世界悠遊自在。

Python入門經典好書，再結合ChatGPT【本書特色】▶認識 Python 這個簡潔的程式語言，理論與實作並行▶每個章節有豐富的範例，配合 Python Shell 的互動交談，更能得心應手▶手把手導引，由函式出發，並學習物件導向的封裝、繼承和多型三大技術▶課後評量使思考與操作並兼，可追蹤學習成效▶ChatGPT與Python雙效合一的多種程式範例【本書簡介】學習一個程式語言，Python 的簡潔、明瞭能讓初學者快速上手。雖然 Python IDLE 環境很陽春，但有不錯的除錯功能，而附帶的 Visual Studio Code 可以讓我們在學習中擁有意外之喜。簡單的敘述可以在 Python Shell 這個互動交談模式獲得解答。除了 Python 的內建模組，也一起認識第三方套件的詞雲、Pyinstaller。由於 Python 能討論的內容非常豐富，本書僅能就初學者讓大家認識 Python 語言的魅力，透過本書做通盤性認識，全書重要主題如下：•Python 異想世界•Python 基本語法•運算子與條件選擇•?圈控制•序列型別和字串•Tuple 和 List•字典、集合、函式•模組與函式庫•物件導向基礎•淺談繼承機制•異常處理機制•資料流與檔案•GUI 介面•繪圖與影像•ChatGPT與Python程式設計黃金入門課期能把握住最嚴謹的態度，輔以最淺白的表達方式，讓每位讀者在期間充滿樂趣，降低閱讀壓力。筆者深信本書能讓初習者在走過 Python 語言學習之旅，拓展思考性，在程式語言世界悠遊自在。

語法解析->範例說明 ->程式設計 ->ITS Python詳解 ■MVP微軟最有價值專家、ITS Python國際認證講師與資深教師共同執筆 由微軟MVP、ITS Python國際認證講師與科技大學教授程式設計教師共同編著，針對初學習程式設計所編寫的入門教材，適合無程式基礎以及想要學習Python的初學者，同時也是適合教師教授程式設計與訓練學生運算思維的好教材。 ■循序漸進，無痛上手 內容兼具理論與實務，由書中範例說明，問題分析、程式架構，訓練初學者邏輯思考、解決問題的能力，使初學者輕鬆邁入Python程式設計的殿堂。 ■豐富內容與實務應用 涵蓋Python開發環境建置、變數與資料型別、輸出入函式、選擇結構、重複結構、串列與集合、排序與搜尋、函式、字典、套件使用、檔案與例外處理，數據圖表設計、視窗應用程式開發，網頁爬蟲實戰…等。為初學者建立前進大數據、機器學習與人工智慧的基礎。 ■ITS Python國際認證能力訓練 內文講解融入ITS Python解題技巧，書末更彙整了ITS Python(IT Specialist Certification)資訊科技專家國際認證的兩組模擬試題，讓初學者程式設計訓練更加扎實，同時也是考取ITS Python國際認證的最佳教材。