Cloud Quantum Computing Essentials
2h 5mIntermediate2022-03-15
Authors

Lynn Langit
Cloud Architect
Course details
Cloud-based quantum computing uses uploaded quantum software that can then be run in the same way other types of cloud computing services can be deployed. This course covers when and how to use cloud quantum services for implementing quantum accelerations for your applications. Instructor Lynn Langit helps you understand why you should consider using cloud quantum services, and under which conditions they are recommended and not recommended. Understand the true cost of deployment and management of cloud-based quantum services from AWS, Azure, IBM, and other vendors. Lynn provides instruction for allocating and testing cloud quantum computing services as well as best practices for working with quantum simulators—local as well as cloud-based. This course also includes coverage of cloud quantum library authentication, deployment, and monitoring tips and techniques.
Skills covered
CryptographyCloud FoundationsCybersecurityCloud ComputingDeep Dive (X:Y)
Concepts
0. Introduction
- 01 - Creating solutions with cloud quantum computing
- 02 - Using cloud services
- 03 - What you should know
1. Cloud Quantum Computing Services Overview
- 04 - Why use cloud quantum computing services
- 05 - Understand key quantum computing concepts
- 06 - How to start using cloud quantum computing services
- 07 - Preview applications using QPUs today
2. Cloud Quantum Vendors
- 08 - Cloud quantum computing vendor choices
- 09 - Quantum learning libraries
- 10 - Explore IBM OpenQASM and Qiskit
- 11 - Explore Google Cirq
- 12 - Explore Azure Q#
- 13 - Explore AWS Braket
3. Core Quantum Computing Gates and Operations
- 14 - Quantum NOT gate
- 15 - Quantum superposition with Hadamard (H) gate
- 16 - Quantum entanglement with CNOT gate
- 17 - Quantum amplitude amplification (AA)
- 18 - Quantum Fourier transform (QFT)
- 19 - Quantum phase estimation (PE)
4. Quantum Algorithms and Applications
- 20 - Quantum random number generator
- 21 - Qubit gate operations detailed for cQASM
- 22 - Cloud quantum Shor's algorithm - Part 1
- 23 - Cloud quantum Shor's algorithm - Part 2
5. Quantum Machine Learning
- 24 - Cloud quantum computing machine learning basics
- 25 - Explore quantum ML methods - Classification
- 26 - Cloud quantum neural networks - Hello worlds
- 27 - Cloud quantum neural networks - MNIST
- 28 - Review applied cloud quantum computing ML
Conclusion
- 29 - Learning more about cloud quantum computing