Description
Dancing with Python helps you practically learn Python and quantum computing. 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
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