What Is Quantum Machine Learning? | TensorFlow Quantum

What Is Quantum Machine Learning? | TensorFlow Quantum

Assessment

Interactive Video

Information Technology (IT), Architecture, Physics, Science

University

Hard

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Quizizz Content

FREE Resource

The video tutorial introduces classical computing concepts, such as binary code, and contrasts them with quantum computing principles like superposition and entanglement. It discusses the challenges of quantum computing, including decoherence, and the potential for quantum supremacy. The tutorial then focuses on simulated quantum computing using TensorFlow, demonstrating how to build and train a neural network to calibrate qubits. The video concludes with practical examples of training models using quantum circuits.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the fundamental difference between classical bits and quantum bits (qubits)?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the concept of superposition in quantum mechanics.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is quantum supremacy and how was it demonstrated by Google?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the challenges associated with creating quantum computers.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the potential implications of quantum computing for machine learning?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is hybrid quantum classical computing and what problem does it aim to solve?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

How does a quantum circuit perform computations?

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