How Long to Read An Introduction to Quantum Machine Learning for Engineers
By Osvaldo Simeone
How Long Does it Take to Read An Introduction to Quantum Machine Learning for Engineers?
It takes the average reader to read An Introduction to Quantum Machine Learning for Engineers by Osvaldo Simeone
Assuming a reading speed of 250 words per minute. Learn more
Description
This monograph is motivated by a number of recent developments that appear to define a possible new role for researchers with an engineering profile. First, there are now several software libraries - such as IBM's Qiskit, Google's Cirq, and Xanadu's PennyLane - that make programming quantum algorithms more accessible, while also providing cloud-based access to actual quantum computers. Second, a new framework is emerging for programming quantum algorithms to be run on current quantum hardware: quantum machine learning.In the current noisy intermediate-scale quantum (NISQ) era, quantum machine learning is emerging as a dominant paradigm to program gate-based quantum computers. In quantum machine learning, the gates of a quantum circuit are parametrized, and the parameters are tuned via classical optimization based on data and on measurements of the outputs of the circuit. Parametrized quantum circuits (PQCs) can efficiently address combinatorial optimization problems, implement probabilistic generative models, and carry out inference (classification and regression).This monograph provides a self-contained introduction to quantum machine learning for an audience of engineers with a background in probability and linear algebra. It first describes the background, concepts, and tools necessary to describe quantum operations and measurements. Then, it covers parametrized quantum circuits, the variational quantum eigensolver, as well as unsupervised and supervised quantum machine learning formulations.
How long is An Introduction to Quantum Machine Learning for Engineers?
An Introduction to Quantum Machine Learning for Engineers by Osvaldo Simeone is 0 pages long, and a total of 0 words.
This makes it 0% the length of the average book. It also has 0% more words than the average book.
How Long Does it Take to Read An Introduction to Quantum Machine Learning for Engineers Aloud?
The average oral reading speed is 183 words per minute. This means it takes to read An Introduction to Quantum Machine Learning for Engineers aloud.
What Reading Level is An Introduction to Quantum Machine Learning for Engineers?
An Introduction to Quantum Machine Learning for Engineers is suitable for students ages 2 and up.
Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.
When deciding what to show young students always use your best judgement and consult a professional.
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