EncartaLabs

Quantum Machine Learning with Tensorflow Quantum

( Duration: 3 Days )

Quantum Computing is the next generation computing paradigm that will revolutionize new economies and change the world. Taking only days or hours to solve problems that would take billions of years using today’s computers, quantum computers will enable new discoveries in the areas of healthcare, energy, environmental systems, smart materials, and beyond. Tensorflow Quantum (TFQ) is designed for the problems of NISQ-era quantum machine learning. It brings quantum computing primitives—like building quantum circuits—to the TensorFlow ecosystem. Models and operations built with TensorFlow use these primitives to create powerful quantum-classical hybrid systems.

In Quantum Machine Learning with Tensorflow Quantum (TFQ) training course delegates will learn to apply Quantum computing machine learning skills using TFQ.

By attending Quantum Machine Learning with Tensorflow Quantum workshop, delegates will learn:

  • Qubits Superposition
  • Entanglement
  • Quantum Gates and Circuits
  • Quantum Machine Learning
  • Tensorflow Quantum

  • Basic Python
  • Quantum Scientists
  • Quantum Computing Programmers
  • IT Developers

COURSE AGENDA

1

Introduction to Quantum Computing

  • What is Quantum Computer
  • History of Quantum Computing
  • What is Qubit
  • Superposition of Single Qubit
  • Entanglement of Multiple Qubits
  • Measurement and Copenhagen Interpretation
  • Applications of Quantum Computer
  • Quantum Decoherence
  • Commercial Quantum Computers
  • Quantum Supremacy
2

Quantum Gates

  • Quantum Gates
  • Measurement
  • Pauli Gates
  • Matrix and Bloch Sphere Representation of Quantum Gates
  • Hadamard Gate and Superposition
  • Controlled-NOT Gate and Entanglement
  • Quantum Phases and Phase Change Gate
3

Tensorflow Quantum

  • Install Tensorflow Quantum
  • Basic Operations of Tensorflow Quantum
4

Quantum Machine Learning

  • MNIST Classification
  • Quantum Convolutional Neural Network

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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