finelybook
Dancing with Python: Learn to code with Python and Quantum Computing
by 作者: Robert S. Sutor
Publisher Finelybook 出版社: Packt Publishing (August 31,2021)
Language 语言: English
pages 页数: 744 pages
ISBN-10 书号: 1801077851
ISBN-13 书号: 9781801077859
Book Description
Develop skills in Python by 作者: implementing exciting algorithms,including mathematical functions,classical searching,data analysis,plotting data,machine learning techniques,and quantum circuits
Key Features
Learn Python basics to write elegant and efficient code
Create quantum circuits and algorithms using Qiskit and run them on quantum computing hardware and simulators
Delve into Python’s advanced features,including machine learning,analyzing data,and searching
Coding is the art and engineering of creating software,and Python has been one of the core coding languages for many years. This introductory Python book helps you learn classical and quantum computing in a unified and practical way. It will help you explore 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 classical 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 classical coding and programming the latest and most powerful quantum computers.
What you will learn
Create Python code using numbers,strings,collections,classes,objects,functions,conditionals,loops,and operators
Write succinct code the Pythonic way using magic methods,iterators,and generators
Explore different quantum gates and use them to build quantum circuits
Analyze data,build basic machine learning models and plot the results
Search for information using traditional methods and the quantum Grover Search Algorithm
Optimize and test your code to run efficiently
