Develop skills in Python and Quantum Computing by implementing
exciting algorithms, mathematical functions, classical searching,
data analysis, plotting data, machine learning techniques, and
quantum circuits. Key Features Create quantum circuits and
algorithms using Qiskit and run them on quantum computing hardware
and simulators Learn the Pythonic way to write elegant and
efficient code Delve into Python's advanced features, including
machine learning, analyzing data, and searching Book
DescriptionDancing 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. 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 Who this book is forThe book will
help you get started with coding for Python and Quantum Computing.
Basic familiarity with algebra, geometry, trigonometry, and
logarithms is required as the book does not cover the detailed
mathematics and theory of quantum computing. You can check out the
author's Dancing with Qubits book, also published by Packt, for an
approachable and comprehensive introduction to quantum computing.
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