YoVDO

Advanced PyTorch and TensorFlow Deep Learning with QML and QiML Layers

Offered By: ChemicalQDevice via YouTube

Tags

Quantum Machine Learning Courses Deep Learning Courses Neural Networks Courses TensorFlow Courses Quantum Computing Courses PyTorch Courses Qiskit Courses QML Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore advanced techniques for integrating quantum algorithms into machine learning frameworks in this comprehensive 1-hour presentation. Learn practical methods to incorporate quantum 'layers' into PyTorch and Keras platforms through benchmarking quantum simulators, strategically inserting layers into neural networks, and discovering other potential applications. Access example notebooks using Qiskit and PennyLane to gain hands-on experience with quantum machine learning concepts. Dive into the intersection of quantum computing and deep learning to unlock innovative approaches for solving complex problems in both fields.

Syllabus

Advanced PyTorch, TensorFlow Deep Learning with QML,QiML Layers


Taught by

ChemicalQDevice

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn Statistical Learning with R
Stanford University via edX Machine Learning 1—Supervised Learning
Brown University via Udacity Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX