Quantum Computing Solutions: Solving Real-World Problems Using Quantum Computing and Algorithms
暫譯: 量子計算解決方案：利用量子計算和演算法解決現實世界問題

Kommadi, Bhagvan

Quantum Computing Solutions: Solving Real-World Problems Using Quantum Computing and Algorithms
  • 出版商: Apress
  • 出版日期: 2020-12-21
  • 售價: $1,575
  • 貴賓價: 9.5 折 $1,496
  • 語言: 英文
  • 頁數: 300
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1484265157
  • ISBN-13: 9781484265154
  • 相關分類: Algorithms-data-structures、量子計算

    • 立即出貨 (庫存=1)

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商品描述

Know how to use quantum computing solutions involving artificial intelligence (AI) algorithms and applications across different disciplines.

Quantum solutions involve building quantum algorithms that improve computational tasks within quantum computing, AI, data science, and machine learning. As opposed to quantum computer innovation, quantum solutions offer automation, cost reduction, and other efficiencies to the problems they tackle.

Starting with the basics, this book covers subsystems and properties as well as the information processing network before covering quantum simulators. Solutions such as the Traveling Salesman Problem, quantum cryptography, scheduling, and cybersecurity are discussed in step-by-step detail.

The book presents code samples based on real-life problems in a variety of industries, such as risk assessment and fraud detection in banking. In pharma, you will look at drug discovery and protein-folding solutions. Supply chain optimization and purchasing solutions are presented in the manufacturing domain. In the area of utilities, energy distribution and optimization problems and solutions are explained. Advertising scheduling and revenue optimization solutions are included from media and technology verticals.

 

 

What You Will Learn

 

  • Understand the mathematics behind quantum computing
  • Know the solution benefits, such as automation, cost reduction, and efficiencies
  • Be familiar with the quantum subsystems and properties, including states, protocols, operations, and transformations
  • Be aware of the quantum classification algorithms: classifiers, and support and sparse support vector machines
  • Use AI algorithms, including probability, walks, search, deep learning, and parallelism

 

 

 

 

 

 

Who This Book Is For

Developers in Python and other languages interested in quantum solutions. The secondary audience includes IT professionals and academia in mathematics and physics. A tertiary audience is those in industry verticals such as manufacturing, banking, and pharma.

商品描述(中文翻譯)

了解如何使用涉及人工智慧 (AI) 演算法和應用的量子計算解決方案，涵蓋不同的學科。

量子解決方案涉及構建量子演算法，以改善量子計算、AI、數據科學和機器學習中的計算任務。與量子計算機的創新不同，量子解決方案提供自動化、成本降低和其他效率，以解決它們所面對的問題。

本書從基礎開始，涵蓋子系統和屬性，以及信息處理網絡，然後介紹量子模擬器。書中詳細討論了旅行推銷員問題、量子密碼學、排程和網絡安全等解決方案。

本書提供基於各行各業實際問題的代碼範例，例如銀行業的風險評估和詐騙檢測。在製藥領域，您將探討藥物發現和蛋白質摺疊解決方案。在製造領域，介紹供應鏈優化和採購解決方案。在公用事業領域，解釋能源分配和優化問題及解決方案。來自媒體和技術領域的廣告排程和收益優化解決方案也包含在內。

您將學到的內容：

- 理解量子計算背後的數學
- 知道解決方案的好處，例如自動化、成本降低和效率
- 熟悉量子子系統和屬性，包括狀態、協議、操作和轉換
- 了解量子分類演算法：分類器、支持向量機和稀疏支持向量機
- 使用 AI 演算法，包括概率、隨機漫步、搜索、深度學習和並行處理

本書的讀者對象：

對量子解決方案感興趣的 Python 和其他語言的開發者。次要讀者包括數學和物理學的 IT 專業人士和學術界。第三類讀者是製造、銀行和製藥等行業的從業者。

作者簡介

 

 

Bhagvan Kommadi is the founder of Architect Corner, an AI startup, and he has 20 years of industry experience ranging from large-scale enterprise development to helping incubate software product startups. He has a masters degree in industrial systems engineering from Georgia Institute of Technology and a bachelors degree in aerospace engineering from the Indian Institute of Technology, Madras. He is a member of the IFX forum, Oracle JCP, and a participant in Java Community Process.

 

Bhagvan founded Quantica Computacao, the first quantum computing startup in India. He has engineered and developed simulators and tools in quantum technology using IBM Q, Microsoft Q#, and Google QScript. The company's focus is developing quantum cryptographic tools to provide quantum proof data security, which will help banking institutions protect their transactions. He is now Director of Product Engineering at Value Momentum. Value Momentum has a social network for doctors (White Coats) and provides telehealth support through the Practice Plus suite of products and services.

 

 

Bhagvan has published papers and presented at IEEE, AstriCon, Avios, DevCon, PyCon, and genomics and biotechnology conferences on topics including adaptive learning, AI Coder, and more. He is a hands-on CTO who has been contributing to open source, blogs, and the latest technologies such as Go, Python, Django, node.js and Java, MySQL, Postgres, Mongo, and Cassandra. He is the technical reviewer for the book Machine Learning with TensorFlow. He has written the book Hands-On Data Structures and Algorithms with Go and Paytech and The Payment Technology Handbook for Investors, Entrepreneurs, and FinTech Visionaries.

 

 

作者簡介(中文翻譯)

Bhagvan Kommadi 是 Architect Corner 的創辦人，這是一家人工智慧初創公司，他擁有 20 年的行業經驗，涵蓋從大型企業開發到協助孵化軟體產品初創公司的各個領域。他擁有喬治亞理工學院的工業系統工程碩士學位，以及印度理工學院馬德拉斯分校的航空航天工程學士學位。他是 IFX 論壇、Oracle JCP 的成員，並參與 Java Community Process。

Bhagvan 創立了 Quantica Computacao，印度第一家量子計算初創公司。他使用 IBM Q、Microsoft Q# 和 Google QScript 設計和開發了量子技術的模擬器和工具。該公司的重點是開發量子加密工具，以提供量子級別的數據安全，幫助銀行機構保護其交易。他目前是 Value Momentum 的產品工程總監。Value Momentum 擁有一個為醫生提供的社交網絡（White Coats），並通過 Practice Plus 產品和服務套件提供遠程醫療支持。

Bhagvan 在 IEEE、AstriCon、Avios、DevCon、PyCon 以及基因組學和生物技術會議上發表過論文並進行過演講，主題包括自適應學習、AI Coder 等。他是一位實務型的首席技術官，積極參與開源項目、撰寫部落格，並關注最新技術，如 Go、Python、Django、Node.js、Java、MySQL、Postgres、Mongo 和 Cassandra。他是書籍《Machine Learning with TensorFlow》的技術審稿人。他撰寫了《Hands-On Data Structures and Algorithms with Go and Paytech》以及《The Payment Technology Handbook for Investors, Entrepreneurs, and FinTech Visionaries》。

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