Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud (1版)

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目錄大綱 Table of Contents: 1. Introduction to Computers and Python 2. Introduction to Python Programming 3. Control Statements and Program Development 4. Functions 5. Sequences: Lists and Tuples 6. Dictionaries and Sets 7. Array-Oriented Programming with NumPy 8. Strings: A Deeper Look 9. Files and Exceptions 10. Object-Oriented Programming 11. Computer Science Thinking: Recursion, Searching, Sorting and Big O 12. Natural Language Processing (NLP) 13. Data Mining Twitter 14. IBM Watson and Cognitive Computing 15. Machine Learning: Classification, Regression and Clustering 16. Deep Learning 17. Big Data: Hadoop, Spark, NoSQL and IoT Index 目錄大綱(中文翻譯) 目錄： 1. 電腦和Python簡介 2. Python程式設計簡介 3. 控制語句和程式開發 4. 函式 5. 序列：列表和元組 6. 字典和集合 7. 使用NumPy進行陣列導向程式設計 8. 字串：更深入的觀察 9. 檔案和例外處理 10. 物件導向程式設計 11. 電腦科學思維：遞迴、搜尋、排序和Big O 12. 自然語言處理（NLP） 13. 探勘Twitter資料 14. IBM Watson和認知運算 15. 機器學習：分類、回歸和分群 16. 深度學習 17. 大數據：Hadoop、Spark、NoSQL和物聯網 索引

Discovering the Nature of Light: The Science and the Story

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This book is a science text about light for the general reader; it is also an adventure story and a detective story revealing how the secrets of light were uncovered. Readers can share in the thrill of each discovery and learn about some of the myriad applications opened up by these fascinating discoveries, including the telescope, fiber optics, the laser, and even the recent optical detection of gravitational waves from space. With Professor Fortson, distinguished experimental physicist, as your tour guide, follow the journey from the 17th century — when Descartes first calculated the size of the rainbow — to the 20th century, when the quantum theory of light was born. Learn how Huygens, Newton, Planck, Einstein and many other great scientists solved one mystery after another, from the reason underlying the law of refraction to the puzzle of the photoelectric effect. The journey ends with the solution to the most challenging mystery of all: that light is both a wave and a particle — a fascinating finale. Sample Chapter(s) Introduction Chapter 1: Reflection and Refraction of Light Contents: Reflection and Refraction of Light Huygens Founds the Wave Theory of Light Newton Turns His Genius to the Study of Color The Speed of Light 1: Timing Jupiter's Moons. Paris 1671–1676 Speed of Light 2: The Advent of Precision Astronomy 1800: Thomas Young Revives the Wave Theory The Wave Theory Triumphs: Fresnel 1815–1825 Joseph Fraunhofer Observes Spectral Lines Light is an Electromagnetic Wave The Entrance of the Photon and the Birth of Quantum Theory Readership: Students, physicists, and general readers interested in the story about light and its applications.