Book Image

Dancing with Python

By : Robert S. Sutor
Book Image

Dancing with Python

By: Robert S. Sutor

Overview of this book

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.
Table of Contents (29 chapters)
Part I: Getting to Know Python
PART II: Algorithms and Circuits
PART III: Advanced Features and Libraries
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Appendix C: The Complete UniPoly Class
Appendix D: The Complete Guitar Class Hierarchy
Appendix F: Production Notes

15.10 Summary

In this chapter, we took a brief tour of machine learning, neural networks, and deep learning. We focused on the core ideas behind these technologies, and I showed you how to get started with several sklearn coding examples in Python.

But for the appendices and back matter, this chapter concludes this introduction to Python. Together, we explored classical programming techniques and saw how quantum computing is a natural complement and extension of those. The future of coding is the integration of classical and quantum objects, constructs, controls, and algorithms. I wish you much success on your personal journey to that exciting future!