Dummies guide to Practical Quantum Computing with IBM Qiskit
"Dummies Guide to Practical Quantum Computing with IBM Qiskit" is your gateway to the fascinating world of quantum computing. This comprehensive course is designed to make quantum concepts accessible to beginners and provides practical experience with IBM's Qiskit framework. Quantum computing, with its mind-bending principles, is demystified and transformed into a hands-on learning experience. ▼
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Course Feature
Cost:
Paid
Provider:
Udemy
Certificate:
Paid Certification
Language:
English
Start Date:
2022-01-16
Course Overview
❗The content presented here is sourced directly from Udemy platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.
Updated in [September 05th, 2023]
Skills and Knowledge Acquisition:
1. Quantum Mechanics Fundamentals: Gain a foundational understanding of quantum mechanics, exploring concepts like dual nature, superposition, and quantum entanglement.
2. Classical Bits vs. Quantum Bits (Qubits): Learn the distinctions between classical bits and qubits, grasping how qubits leverage quantum properties for computation.
3. Quantum Computing Structure: Explore the structure of quantum computers and how qubits are managed within them.
4. Scalars, Vectors, and Matrices: Understand the use of scalars, vectors, and matrices to represent quantum states.
5. Quantum Gates: Dive into quantum gates, including classical gate types, their operations, and quantum equivalents.
6. Quantum Frameworks: Survey quantum frameworks developed by leading companies and their strengths and weaknesses.
7. Setting Up the Environment: Learn how to set up a Python environment using Anaconda for quantum programming.
8. Introduction to Qiskit: Install and test IBM's Qiskit framework, a powerful tool for quantum programming.
9. Coding Quantum Circuits: Create your first quantum circuit using the Pauli X gate, customize inputs and outputs, and validate operations.
10. Real Quantum Computer Access: Utilize IBM Quantum Experience to run your quantum circuits on real quantum hardware.
11. Matrix Representation: Explore the matrix representation of quantum gates using Dirac notation.
12. Pauli Y and Z Gates: Implement Pauli Y and Z gates, investigate their state vectors, and experiment in both simulators and real quantum computers.
13. Eigenvalues and Eigenvectors: Learn about the eigenvalues and eigenvectors of Pauli gates.
14. Hadamard Gate (H Gate): Discover the Hadamard gate's role in creating superposition and replicate X gate operations using H and Z gates.
15. Measurement and Superposition Collapse: Investigate superposition collapse upon measurement.
16. Advanced Quantum Gates: Explore additional quantum gates, including R Phi, S, T, U, and I gates, their transition matrices, and operations.
17. Multi-Qubit Operations: Represent and manipulate multi-qubit states using qiskit-notebook and implement multi-qubit circuits.
18. Controlled NOT (CNOT) Gate: Master the CNOT gate, truth tables, and equivalent circuits.
19. Identity Circuits and Equivalence: Create identity circuits and equivalent circuits using CNOT gates and other gates.
20. SWAP Gate and Toffoli Gate: Explore the SWAP gate and create equivalence circuits for the Toffoli gate (CCNOT gate).
21. Quantum Algorithms: Delve into the Deutsch-Jozsa algorithm (DJ algorithm) to understand quantum parallelism.
22. Quantum Cryptography (QKD): Discover Quantum Key Distribution (QKD) and its cryptographic applications.
23. Quantum Teleportation: Learn about quantum teleportation as a method for transferring quantum information.
Contribution to Professional Growth:
- Foundational Quantum Knowledge: Develop a strong foundation in quantum computing, positioning yourself for a future in this transformative field.
- Hands-On Quantum Programming: Acquire practical experience with quantum programming using IBM Qiskit, enhancing your coding skills.
- Interdisciplinary Skills: Combine quantum computing with Python programming, expanding your interdisciplinary capabilities.
- Quantum Technology: Prepare for opportunities in quantum technology, a rapidly evolving field with vast potential.
- Real Quantum Experience: Gain hands-on experience with real quantum computers through IBM Quantum Experience.
- Value-Added Certificate: Receive a course completion certificate to bolster your professional portfolio.
- Future-Ready: Position yourself at the forefront of technology trends by mastering the basics of quantum computing.
Suitability for Preparing Further Education:
- Advanced Quantum Studies: Lay a solid foundation for advanced studies in quantum computing, quantum algorithms, and quantum information theory.
- Quantum Computing Careers: Prepare for a career in quantum computing, quantum software development, or quantum research.
- Academic Pursuits: Ideal for individuals considering further academic studies or research in quantum computing.
- Quantum Technology Fields: Explore opportunities in industries embracing quantum technology, such as finance, healthcare, and materials science.
- Data Science Integration: Complement data science skills with quantum computing, unlocking new possibilities in data analysis and machine learning.
Course Syllabus
Course Introduction and Table of Contents
Introduction to Quantum Mechanics
Classical Bit vs Quantum Qubit
Creating, Retaining and Reading out Qubits
Vector and Matrix Quantum States
Classic Logic Gates Overview
Popular Quantum Frameworks
Installing Anaconda Python Distribution
Installing and Testing Qiskit
Pauli X-gate in Qiskit
Pauli X-gate input and output customizations
Pauli X-gate in Real IBM Quantum Computer
Pauli Matrixes as State Vectors
Pauli Y-gate Operations
Pauli Z-gate
Eigen Vectors of XYZ gates
Hadamard Gate Introduction
Hadamard Gate in Qiskit
Hadamard Gate Exercises
H gate in Real Quantum Computer
R phi Gate
S and T Gates
U and I Gates
Multi Qubit states introduction
Representing Multi Qubit States
Multi Qubit Circuit using Single Qubit Gates - sample circuit 1
Multi Qubit Circuit using Single Qubit Gates - sample circuit 2
CNOT gate with classical Qubits
CNOT gate with control qubit superposition
CNOT gate with control qubit superposition - In Real Quantum Computer
CNOT gate with both qubit superposition
CNOT gate with both qubit superposition target x
CNOT Circuit Identities
CZ Circuit Identity
CY Circuit Identity
SWAP Circuit Identity
Toffoli Gate
Toffoli Circuit Identity
DJ Problem Overview
DJ Algorithm Design
DJ Algorithm Implementation
Quantum Cryptography : Quantum Key Distribution
Quantum Teleportation Theory
Further Learning and Resources
Course Provider
Provider Udemy's Stats at AZClass
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