Dancing with Python: Learn Python software development from scratch and get started with quantum computing

Sutor, Robert S.

  • 出版商: Packt Publishing
  • 出版日期: 2021-08-31
  • 售價: $1,580
  • 貴賓價: 9.5$1,501
  • 語言: 英文
  • 頁數: 744
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1801077851
  • ISBN-13: 9781801077859
  • 相關分類: Python程式語言Scratch量子計算
  • 立即出貨 (庫存=1)

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商品描述

Develop skills in Python and Quantum Computing by implementing exciting algorithms, mathematical functions, classical searching, data analysis, plotting data, machine learning techniques, and quantum circuits.


Key Features:

  • Create quantum circuits and algorithms using Qiskit and run them on quantum computing hardware and simulators
  • Learn the Pythonic way to write elegant and efficient code
  • Delve into Python's advanced features, including machine learning, analyzing data, and searching


Book Description:

Dancing with Python helps you learn Python and quantum computing in a practical way. It will help you explore how to work with numbers, strings, collections, iterators, and files.


The book goes beyond functions and classes and teaches you to use Python and Qiskit to create gates and circuits for classical and quantum computing. Learn how quantum extends traditional techniques using the Grover Search Algorithm and the code that implements it. Dive into some advanced and widely used applications of Python and revisit strings with more sophisticated tools, such as regular expressions and basic natural language processing (NLP). The final chapters introduce you to data analysis, visualizations, and supervised and unsupervised machine learning.


By the end of the book, you will be proficient in programming the latest and most powerful quantum computers, the Pythonic way.


What You Will Learn:

  • Explore different quantum gates and build quantum circuits with Qiskit and Python
  • Write succinct code the Pythonic way using magic methods, iterators, and generators
  • Analyze data, build basic machine learning models, and plot the results
  • Search for information using the quantum Grover Search Algorithm
  • Optimize and test your code to run efficiently


Who this book is for:

The book will help you get started with coding for Python and Quantum Computing.


Basic familiarity with algebra, geometry, trigonometry, and logarithms is required as the book does not cover the detailed mathematics and theory of quantum computing. You can check out the author's Dancing with Qubits book, also published by Packt, for an approachable and comprehensive introduction to quantum computing.

商品描述(中文翻譯)

透過實作刺激的演算法、數學函數、經典搜尋、資料分析、繪圖資料、機器學習技術和量子電路,來培養Python和量子計算的技能。

主要特點:
- 使用Qiskit創建量子電路和演算法,並在量子計算硬體和模擬器上運行它們
- 學習以Pythonic方式撰寫優雅高效的程式碼
- 深入研究Python的高級功能,包括機器學習、資料分析和搜尋

書籍描述:
《Dancing with Python》以實用的方式幫助您學習Python和量子計算。它將幫助您探索如何處理數字、字串、集合、迭代器和檔案。

本書超越函數和類別,教您使用Python和Qiskit創建經典和量子計算的閘和電路。學習量子如何使用Grover搜尋演算法擴展傳統技術,以及實現該演算法的程式碼。深入研究Python的一些高級和廣泛使用的應用,並使用更複雜的工具(如正則表達式和基本自然語言處理)重新訪問字串。最後幾章介紹了資料分析、視覺化以及監督和非監督機器學習。

通過閱讀本書,您將能夠熟練地使用最新且功能最強大的量子計算機,以Pythonic的方式進行編程。

學到什麼:
- 探索不同的量子閘,並使用Qiskit和Python建立量子電路
- 以Pythonic方式撰寫簡潔的程式碼,使用魔法方法、迭代器和生成器
- 分析資料,建立基本的機器學習模型,並繪製結果
- 使用量子Grover搜尋演算法搜尋資訊
- 優化和測試程式碼以達到高效運行

適合對象:
本書將幫助您入門Python和量子計算的編程。

由於本書不涵蓋量子計算的詳細數學和理論知識,因此需要基本的代數、幾何、三角和對數知識。您可以參考作者出版的《Dancing with Qubits》一書,該書是一本易於理解且全面介紹量子計算的入門書,同樣由Packt出版。