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Hands-On Quantum Machine Learning with Python

Delve into Quantum Machine Learning with Python, learning basics of quantum computing, creating parameterized circuits, and solving classification tasks using hybrid algorithms and quantum phenomena.

Advanced

116 Lessons

47h

Certificate of Completion

Delve into Quantum Machine Learning with Python, learning basics of quantum computing, creating parameterized circuits, and solving classification tasks using hybrid algorithms and quantum phenomena.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment

258 Playgrounds

14 Quizzes

Course Overview

What You'll Learn

Course Content

Apply Your Skills

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

What You'll Learn

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.

Learn the basics of machine learning and quantum computing.

Course Content

Getting Started

5 Lessons

Learn how to use quantum computing principles to enhance machine learning methodologies.

Introduction

Quantum Machine Learning—Beyond The Hype

Quantum Computing

The Case for Quantum Machine Learning

Quiz: Introduction to Quantum Machine Learning