Dancing with Python
- Paperback: 744 pages
- Publisher: WOW! eBook (August 31, 2021)
- Language: English
- ISBN-10: 1801077851
- ISBN-13: 978-1801077859
Dancing with Python: Develop skills in Python by implementing exciting algorithms, including mathematical functions, classical searching, data analysis, plotting data, machine learning techniques, and quantum circuits
Coding is the art and engineering of creating software, and Python has been one of the core coding languages for many years. This introductory Dancing with Python book helps you learn classical and quantum computing in a unified and practical way. It will help you work with numbers, strings, collections, iterators, and files.
- 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
The Dancing with Python book goes beyond functions and classes and teaches you how 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 using the latest and most powerful quantum computers.
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