Hands-On Quantum Machine Learning with Python
INTERACTIVE COURSE

Hands-On Quantum Machine Learning with Python

Advanced

116 Lessons

47h

Certificate of Completion

Hands-On Quantum Machine Learning with Python
1 Assessment
258 Playgrounds
14 Quizzes
162 Illustrations

Takeaway Skills

Learn the basics of machine learning and quantum computing.

Learn how to create parameterized quantum circuits and variational hybrid quantum-classical algorithms that solve classification tasks.

Explore quantum superposition, entanglement, and interference, and how you can use these concepts to solve problems that have been intractable for classical computers.

Extend your knowledge and learn how to solve new problems.

Of course, you will do some math. Of course, you will cover a little physics.

Course Overview

Hands-On Quantum Machine Learning With Python is your comprehensive guide to get started with Quantum Machine Learning - the use of quantum computing for the computation of machine learning algorithms. In this course, you'll learn the basics of machine learning and quantum computing. You'll learn how to create parameterized quantum circuits and variational hybrid quantum-classical algorithms that solve classification tasks. Additionally, you’ll learn about quantum superposition, entanglement, and interfere...Show More

Course Content

1

Getting Started

2

Binary Classification

3

Qubit and Quantum States

4

Probabilistic Binary Classifier

5

Working with Qubits

6

Working with Multiple Qubits

14 Lessons

7

Quantum Naïve Bayes

6 Lessons

8

Quantum Computing Is Different

7 Lessons

9

Quantum Bayesian Networks

7 Lessons

10

Bayesian Inference

10 Lessons

11

The World Is Not a Disk

11 Lessons

12

Working with the Qubit Phase

5 Lessons

13

Search for Relatives

6 Lessons

14

Sampling

5 Lessons

15

Conclusion

1 Lesson

16

APPENDIX

3 Lessons

Quantum Machine Learning in Python

Assessment

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

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2x Faster Learning — With No Setup

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AI-Powered Learning

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

FOR TEAMS

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