Machine Learning for Financial Risk Management with Python

內容簡介:資料科學的學習指引 “對任何想要使用Python開始機器學習的人，這本書是很棒且超實用的資源。真希望當我開始使用scikit-learn時有這本書！” -Hanna Wallach, 微軟研究院資深研究員 機器學習已成為許多商業應用程式與研究專案的精華部分，但這個領域並不是大公司中規模龐大的研究團隊所獨有。就算是使用Python的初學者，這本書也能教會你實際的方法，來建立自己的機器學習解

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

同時收錄Java/C#/Python類似指標的Reference主題 ‧探討C/C++語言指標的基本概念及它與變數、陣列、結構和檔案之間的應用。 ‧同時剖析Java、C#、Python類似指標的Reference主題。 ‧分別以指標和Reference實作鏈結串列、堆疊與佇列、二元搜尋樹、檔案的處理。 ‧針對下列14個主題，分別比較在C、C++、Java、C#、Python等五種語言的寫法: 01

The International Student Handbook 2018 is the only book exclusively for foreign students! It has information on 2,900 colleges, including each school's "international profile."This guide covers financial aid, Test of English as a Foreign Language (TOEFL) requirements, housing availability and special services for international students. It also includes step-by-step guidelines on how to prepare for and apply to colleges in the United States, find financial aid and obtain a student visa.An appendix lists EducationUSA advising centers around the world where students can go locally for assistance and more information. Comprehensive indexes and a detailed glossary of terms will help students find schools that meet their needs.

Part of DK's successful My First board book series, My First Out and About features images with clear labels and was created with a preschooler's stage of educational development in mind.Preschoolers can learn about all the places they might visit in My First Out and About, an informational board book featuring images of the playground, the supermarket, the doctor's office, a birthday party, and more.The bold, beautiful images are labeled clearly, promoting early learning and language skills, and the pages are filled with the distinctive, iconic design of DK's My First series. Made with toddlers ages 0–2 in mind, the book's sturdy format is ideal for small hands to hold and carry.Whether read alone or with an adult, My First Out and About encourages independent learning as preschoolers get to know familiar places even better than before.Series Overview: This refresh of DK's most successful board-book series includes updated photography, contemporary design, and an insightful approach t

本書(首部曲)特色：(1)Python語法簡潔好學，適合程式設計入門課程。(2)圖例說明程式設計的重要觀念。(3)金融實務案例應用在統計分析、技術分析、貨幣時間價值應用、會計折舊與資本預算應用、Yahoo Finance自動下載股票日資料。(4)Python資料科學套件完整功能強大，結合統計做資料分析。(5)pandas套件與excel整合做資料匯入與匯出；以OOP撰寫方式自訂套件計算有效利率。目

Help your child develop their vocabulary with this engaging early-learning play set. Little ones will enjoy matching the puzzles pieces to the images on the page, while learning core vocabulary and de

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針對三民高中英文乙版第六冊課本內容編寫，是您自修複習必備用書。針對單字、課文、句型詳細解析說明以及即時演練試題，讓學習事半功倍。 1. Words for Production單字解析 採單字與例句用法分欄的排列方式，以達到相互對應之效果；清楚條列重點，讓您一目了然。將例句重點處挖空，讓學生可以隨時練習，即時複習。 2. Idioms and Phrase

For undergraduate database management students or business professionals Here’s practical help for understanding, creating, and managing small databases—from two of the world’s leading databas

學習CAE軟體最大的問題絕對不會是操作或概念，一般CAE使用者的強項通常都是在設計或理論，當遇到需要控制時，往往必須依靠程式語言來處理。程式語言本身就是一門大學問，再加上要和CAE整合，往往被使用者視為畏途。Abaqus Python就是解決這個問題的最佳答案。Python易學易用功能強大，語法簡單清楚直覺，已儼然成為程式語言的王者，現在跨足CAE，更是學習者的一大福音。本書作者結合自己多年Aba

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Graduate & Professional Programs: An Overview 2017 contains more than 2,250 university and college profiles with detailed information on the degrees available, enrollment figures, tuition, financial s

Venom's new career as an Agent of the Cosmos continues with the hunt for Black October! Flash Thompson has been learning quickly on the job as a space knight in symbiote armor, helping the hopeless an

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【給「零基礎」、「學習受挫者」最貼心的程式學習手冊！】 Python 是近來最熱門的程式語言, 其程式碼簡單好理解、有超豐富的函式庫可以運用, 是最適合新手學習的程式語言。 在 Python 的學習上, 為了幫助零基礎的新手快速入門, 本書精心設計了以下特點： ‧用一點就通的【生活實例 + 示意圖】幫助您輕鬆理解抽象的程式觀念, 例如： 三心二意的購物者 (條件分支)熱狗製作機器人 (迴圈)全自動

Going Bovine meets Trainspotting in this gritty portrait of at-risk teens gaming the prescription drug trial system. Meet Audie: Professional lab rat. Guinea pig. Serial human test subject. For A

Editors Grima, Bezzina, Romanova, and Rupeika-Apoga present readers with a collection of academic essays and scholarly articles focused on a wide variety of contemporary financial practices through

Soederberg presents readers with a collection of scholarly articles and academic essays focused on the relationship between risk, global contemporary capitalism, and neoliberal modes of governance.

From a bestselling author with unprecedented access to Pope Francis, an investigative look at the recent financial scandals at the highest levels of the VaticanA veritable war is waging in the Church:

本書主要講述如何利用Python和Qt開發GUI應用程式的原理、方法和關鍵技術。本書共分四個部分：第一部分主要講述Python基礎知識，第二部分通過三個例子給出PyQt GUI應用程式的初步印象，第三部分深入講述視窗部件佈局、事件處理、視窗部件子類化、Qt圖形架構和Qt的模型/視圖等內容，第四部分介紹國際化、網路化和多執行緒化等內容。

"Out of the secret world I once knew, I have tried to make a theatre for the larger worlds we inhabit. First comes the imagining, then the search for reality. Then back to the imagining, and to the desk where I'm sitting now." From his years serving in British Intelligence during the Cold War, to a career as a writer that took him from war-torn Cambodia to Beirut on the cusp of the 1982 Israeli invasion to Russia before and after the collapse of the Berlin Wall, le Carré has always written from the heart of modern times. In this, his first memoir, le Carré is as funny as he is incisive, reading into the events he witnesses the same moral ambiguity with which he imbues his novels. Whether he's writing about the parrot at a Beirut hotel that could perfectly mimic machine gun fire or the opening bars of Beethoven’s Fifth, visiting Rwanda’s museums of the unburied dead in the aftermath of the genocide, celebrating New Year’s Eve 1982 with

"Out of the secret world I once knew, I have tried to make a theatre for the larger worlds we inhabit. First comes the imagining, then the search for reality. Then back to the imagining, and to the desk where I'm sitting now." From his years serving in British Intelligence during the Cold War, to a career as a writer that took him from war-torn Cambodia to Beirut on the cusp of the 1982 Israeli invasion to Russia before and after the collapse of the Berlin Wall, le Carré has always written from the heart of modern times. In this, his first memoir, le Carré is as funny as he is incisive, reading into the events he witnesses the same moral ambiguity with which he imbues his novels. Whether he's writing about the parrot at a Beirut hotel that could perfectly mimic machine gun fire or the opening bars of Beethoven’s Fifth, visiting Rwanda’s museums of the unburied dead in the aftermath of the genocide, celebrating New Year’s Eve 1982 with

Discover a whole world of learning fun with these cheerful, interactive books that introduce key early-learning concepts in a bold, engaging manner to young childrenùfrom colors and counting to opposi

《用Python寫網路爬蟲》講解了如何使用Python來編寫網路爬蟲程式，內容包括網路爬蟲簡介，從頁面中抓取資料的三種方法，提取緩存中的資料，使用多個執行緒和進程來進行併發抓取，如何抓取動態頁面中的內容，與表單進行交互，處理頁面中的驗證碼問題，以及使用Scarpy和Portia來進行資料抓取，使用本書介紹的資料抓取技術對幾個真實的網站進行了抓取，旨在幫助讀者活學活用書中介紹的技術。 《用Pytho

The 2008 financial crisis crystallized for people around the country the fact that something was wrong. Americans had already been losing faith in elites who had failed to protect them from crisis aft

針對三民高中英文乙版第五冊課本內容編寫，是您自修複習必備用書。 針對單字、課文、句型詳細解析說明以及即時演練試題，讓學習事半功倍。 1. Words for Production單字解析 採單字與例句用法分欄的排列方式，以達到相互對應之效果；清楚條列重點，讓您一目了然。將例句重點處挖空，讓學生可以隨時練習，即時複習。 2. Idi

The perfect guide to learning French grammar—now updated with new exercises, examples, and FREE mobile access to audio recordings With more than 1 million copies in print, thePractice Makes Perfe

ABC Games helps children with pre-reading skills as they progress from recognising and identifying letters, to learning phonics, to understanding how letters form words. Play along with friendly chara

使用Python搭配開發板進入物聯網未來是物聯網的時代。需要實體元件能與網路層級的應用程式進行通訊。Arduino結合Python，就能用來開發物聯網專題，以及搭配圖形化使用者介面與連結網際網路的應用程式。 從使用Arduino來設計硬體專題開始，本書會告訴您用來開發複雜雲端應用所有需要的東西。您會以循序漸進的複雜度來深入探索不同領域的主題，最後做出可應用於真實世界中的專題。您很快就能學會如何開發

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Fascinating Facts: Weather helps introduce children to the world around them by making learning fun. Packed with information and brought to life with colourful illustrations, the series covers everyth

The secrets, tips, and strategies used by actual students to win millions of dollars in financial aid and scholarships are revealed in this completely revised guide for parents and high school, colleg

With more than 1 million readers, bestselling UNDERSTANDING NUTRITION emphasizes strong science and nutrition basics, hands-on learning, and the most current coverage available. Packaged with the 201