Qkrishi LMS

“Qiskit Mastery : Advanced Concepts in Quantum Computing”

Prerequisites: 

Linear Algebra and Basic Python Programming, Basics of Quantum Mechanics

Course description:

This advanced course provides learners with a formal introduction to the basics of quantum computing, including topics such as the density matrix formalism. It serves as a foundation for diving deeper into advanced quantum concepts.

Participants will also gain practical skills in constructing quantum circuits and implementing quantum algorithms using the Qiskit framework. Key algorithms covered in the course include Variational Quantum Eigensolver (VQE), Quantum Approximate Optimization Algorithm (QAOA), and Quantum Machine Learning (QML).

The course places significant emphasis on exploring the various applications of quantum computing in real-world scenarios. Learners will delve into areas such as data classification, portfolio optimization, cryptography, and quantum chemistry. By studying these applications, participants will gain insights into how quantum computing can be applied to solve complex problems across different domains.

Upon completion of the course, learners will be equipped with the ability to read and understand technical and research papers in the field of quantum computing. They will also have the skills necessary to tackle industrial or research problems, leveraging the knowledge gained throughout the course to propose innovative quantum computing solutions.

Instructor:

Mr. Chetan Waghela, Advisory Research Scientist at Qkrishi and Research Scholar at IIT Ropar

1. Complex numbers and Matrices

1
Complex Numbers
7:30 Minute
2
Basics of matrices
12:00 Minute
3
Operations on Matrices - Part 1
11:00 Minute
4
Operations on Matrices - Part 2
14:00 Minute
5
Operations on Matrices - Part 3
7:00 Minute
6
Operations on Matrices - Part 4
7:16 Minute
7
Types of Matrices
10:53 Minute
8
Eigenvalues and Eigenvectors
14:03 Minute
9
Diagonalization of matrices
5:11 Minute
10
Eigen decomposion of matrices
5:35 Minute
11
Functions of matrices
6 minute
12
Quiz
13 questions

2. Linear vector space

1
Vector spaces - Part 1
16:44 Minute
2
Vector spaces - Part 2
13:36 Minute
3
Vector spaces - Part 3
9:10 Minute
4
Hilbert spaces
11:50 Minute
5
Change of basis
12:40 Minute
6
Tensor product of vectors
17:11 Minute
7
Quiz
9 questions

3. Postulates of Quantum Mechanics

1
Schrodinger's cat
6:34 Minute
2
Bra-ket notation
3:30 Minute
3
Polarization and Polarizers
15:45 Minute
4
Formalism to Malus law
9:10 Minute
5
Postulates of Quantum Mechanics - Part 1
14:10 Minute
6
Postulates of Quantum Mechanics - Part 2
10:31 Minute
7
Postulates of Quantum Mechanics – Part 3
18:46 Minute
8
Generalized measurement
15:59 Minute
9
Heisenberg uncertainty principle
8:06 Minute
10
Quiz
12 questions

4. Pure states and Bloch sphere

1
Pure states
7.15 minute
2
Density matrices for Pure states
12.30 minute
3
Bloch Sphere
10.30 minute
4
Quiz
10 questions

5. Mixed states

1
Mixed states
19.15 minute
2
Mixed states on Blochsphere
7.minute
3
Von Neumann entropy
10.30 minute
4
Quiz
8 questions

6. Composite systems and Bells theorem

1
EPR and Bell’s theorem
45 minute
2
Separable and Entangled pure states
7.30 minute
3
Composite pure state systems
27.30 minute
4
Bell states
4.minute
5
Quiz
5 questions

7. Density matrix formalism

1
Density matrix formalism for composite systems
12 minute
2
Partial trace and reduced density matrix
6.30 minute
3
Entanglement entropy
9.40 minute
4
Quiz
6 questions

8. No-go theorems

1
No cloning theorem
7.15 minute
2
No signalling theorem
15.45 minute
3
Quantum teleportation
12.45 minute
4
Quiz
4 questions

9. Complexity theory

1
Asymptomatic analysis
23 minute
2
Complexity classes
13.15 minute
3
Turing machine
5.30 minute
4
How Turing machine works?
10.15 minute
5
Church-Turing thesis
11.40 minute

10. Quantum gates and circuits

1
Single qubit gates - Part 1
8.15 minute
2
Single qubit gates - Part 2
18 minute
3
Multiple qubit gates
11.15 minute
4
Quantum circuit
3.50 minute
5
Universal set of quantum gates
7.30 minute
6
Metrics of quality of circuit
16.30 minute
7
Quiz
8 questions

11. Introduction to Qiskit

1
Initialisation
5.30 minute
2
Building circuits
2.30 minute
3
Measurements
7.30 minute
4
Statevector after measurement
2.20 minute
5
Measurement collapse
6
Bloch sphere
2.40 minute
7
Bloch vector
2.40 minute
8
Bell states
12 minute
9
Depth of a circuit
5.12 minute
10
Width of a circuit
1.30 minute
11
Von Neumann entropy
6.45 minute
12
Evolve density matrix
7.30 minute
13
Pure state density matrices
12.10 minute
14
Partial trace and entangled entropy
5 minute
15
Qshphere
7 minute
16
Quantum teleportation
21.30 minute

12. Oracle and phase-kickback

1
Circuit vs query complexity
9 minute
2
Quantum oracles
13.30 minute

13. Deutsch algorithm

1
Deutsch algorithm
18.15 minute

Project

1
2
Project report
3
Project report
4
Project Report

Be the first to add a review.

Please, login to leave a review
“Qiskit Mastery : Advanced Concepts in Quantum Computing”
Layer 1
quantum skilling in india