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Machine Learning utilizing modern quantum algorithms and writing
codes that can work with actual quantum computers. Key Features *
Gain a solid understanding of the principles behind quantum
algorithms with minimal mathematics * Understand the process of
implementing and running the algorithms on simulators and actual
quantum computers * This book gives practical examples of methods
that can be used to solve real-world quantum problems Book
Description This book provides a deep coverage of modern quantum
algorithms for real-world problems, including machine learning and
optimization. It will introduce the reader to quantum computing
with a hands-on approach: reducing to the very minimum the
mathematical and physical concepts needed to understand the
material. Its content will cover many protocols and methods, from
basic ones like quantum key distribution and quantum teleportation,
to more advanced ones like Shor's algorithm, quantum optimisation
and quantum neural networks. The book will present algorithms in a
clear and straightforward way, illustrating them with code that is
ready to be run on quantum simulators and actual quantum computers.
The programming languages that will be used in the book include
IBM's Qiskit, Xanadu's Pennylane and D-Wave's Leap. How to run
these programs on actual quantum computers will also be covered in
the text. As learning outcomes, readers will obtain a solid grasp
on the fundamentals of quantum computing, a deep understanding of
wide variety of quantum algorithms, and programming skills that
will allow them to start applying quantum methods to practical
problems. What you will learn * Gain a solid understanding of
modern quantum algorithms * Learn and understand new advances in
quantum algorithms * Learn what is the QUBO, QAOA, and HOBO model *
Construct quantum circuits used to solve optimization problems *
Understand how quantum neural networks work using Qiskit and
Pennylane * Implement hybrid architectures using Qiskit/Pennylane
and its PyTorch interface Who This Book Is For The book is aimed at
readers with a wide variety of backgrounds, including computer
scientists and programmers, engineers, physicists, chemists, and
mathematicians. Only basic knowledge of linear algebra and some
programming skills (for instance, in Python) are assumed, although
all mathematical prerequisites will be covered in the appendices.
Born in 1899, Alfred Hitchcock directed 57 films in a fifty year
career that spanned the history of the moving image, from the
silent era to stereo sound, black-and white to Technicolor,
widescreen to television, and from Europe to Hollywood. His oeuvre
has so comprehensively engaged the attentions of scholars of all
critical persuasions that the study of his films is synonymous with
the study of the art of cinema itself.
Alfred Hitchcock: Centenary Essays displays the range and
breadth of Hitchcock scholarship and assesses the significance of
his singular body of work. The book engages with Hitchcock's
characteristic formal and aesthetic preoccupations, his
relationship with modernism and politics and his engagement with
romance and sexuality.
This volume of essays draws on the best of current Hitchcock
criticism and opens up new directions for Hitchcock
scholarship.
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