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Quantum Computing

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Table of Contents

1. IBM Quantum Challenge 2021
   1. Toffoli Gate
   2. Shor's Algorithm
   3. Quantum Error Correction
   4. Transmon Qubit
   5. Variational quantum eigensolver - UNFINISHED
2. Qiskit Global Summer School 2021: Quantum Machine Learning
   1. Basic Rotations, Multi-Qubit Gates and Deutsch-Jozsa Algorithm
   2. Introduction to Variational Algorithms
   3. Quantum Kernels and Support Vector Machines
   4. Training Parameterized Quantum Circuits
   5. Hardware Efficient Ansatze for Quantum Machine Learning
3. IBM Quantum Challenge Africa 2021
   1. Crop-Yield Problem
   2. Quantum speedups in finance
   3. Quantum Chemistry for HIV
4. IBM Quantum Challenge Fall 2021
   1. Qiskit Finance: Optimizing your portfolio with quantum computers
   2. Qiskit Nature: Band gap calculation of OLED molecules
   3. Qiskit Machine Learning - Image classification by QSVM
   4. Qiskit Optimization - Battery Revenue Optimization (Until 4b)
5. IBM Quantum Spring Challenge 2022
   1. Tight-binding model
   2. Quantum Random Walks and Localization
   3. Many-body quantum dynamics
   4. Using VQE On a Water Molecule

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Extra Material

1. Qiskit Textbook
2. Qiskit Medium
3. Qiskit Tutorial
4. Coding with Qiskit
5. Introduction to Quantum Computing and Quantum Hardware
6. Qubit X Qubit: Additional resources for learning Quantum Computing

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