Quantum Computation and Quantum Information

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Quantum Computation and Quantum Information

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Quantum Algorithm 101
Quantum Algorithm 101
- Basics
  Basics
- Born Rule
- Computational Basis
- Hilbert Space
- Logic Gates
- Linear Algebra
  Linear Algebra
- Modular Arithmetic
- Probability
  Probability
  - Probability theory
- Quantum Embeding
- Quantum Feature Map
- Qubit Dimensionality
- Qiskit Primitives
- Variational Circuit
- Quantum Paralleslism
- Linear Algebra
- Test
  Test
  - Test level
Quantum Computation
Quantum Computation
- Quantum Fourier Transform
  Quantum Fourier Transform
- Learning hub
  Learning hub
  - Calculating 1+1 using quantum gates
  - Building Shor’s Algorithm from Scratch: Factoring 15
- Basics
  Basics
- Quantum Computation
- Quantum Search Algorithm
  Quantum Search Algorithm
- Quantum computer
  Quantum computer
Computer Science
Computer Science
- Basics
  Basics
  - Computational complexity
  - P and NP problem
Quantum information
Quantum information
- Quantum noise and quantum operations
- Quantum error-correction
Quantum ML and Optimization
Quantum ML and Optimization
- Optimization Algorithms
  Optimization Algorithms
  - Quadratic Unconstrained Binary Optimization (QUBO)
    Quadratic Unconstrained Binary Optimization (QUBO)
    
    QUBO Intro
    
    Start QUBO with Qiskit
    
    Knapsack problem with Qiskit
    
    Max-Cut and Traveler Saleman Problem with Qiskit
  - Adiabatic Quantum Computing & Quantum Annealing (AQQA)
    Adiabatic Quantum Computing & Quantum Annealing (AQQA)
    
    AQQA Intro
    
    Working AQQA with D-wave
  - Quantum Approximate Optimization Algorithm (QAOA)
    Quantum Approximate Optimization Algorithm (QAOA)
    
    QAOA Intro
    
    Solving QUBO problems with QAOA in Qiskit
    
    Using QAOA with PennyLane
  - Grover Adaptive Search (GAS)
    Grover Adaptive Search (GAS)
    
    GAS Intro
    
    Using GAS with Qiskit
  - Variational Quantum Eignesolver (VQE)
    Variational Quantum Eignesolver (VQE)
    
    VQE Intro
    
    Using VQE with Qiskit
- Optimization Machine Learning
  Optimization Machine Learning
  - Machine Learning Refresher
  - Quantum Support Vector Machines (QSVM)
    Quantum Support Vector Machines (QSVM)
    
    QSVM Intro
    
    Quantum Support Vector Machine in PennyLane
  - Quantum Neural Networks (QNN)
    Quantum Neural Networks (QNN)
    
    QNN Intro
  - Quantum Hybrid Architectures (QHybrid)
    Quantum Hybrid Architectures (QHybrid)
    
    QHybrid Intro
  - Quantum Generative Adversarial Networks (QGAN)
    Quantum Generative Adversarial Networks (QGAN)
    
    QGANS Intro
Real-world Problems
Real-world Problems
- Scheduling and Logistics
  Scheduling and Logistics
  - Nurse Scheduling Problem Using Qiskit
  - Air Traffic Control Problem - Optimal Runway Allocation for Single-Plane Assignments in a Multi-Runway Airport
- Finance
  Finance
  - Quantum Amplitude Estimation
    Quantum Amplitude Estimation
    
    Quantum Amplitude Estimation
    
    Iterative Amplitude Estimation
    
    Constructing Quantum Circuit
    
    Convergence and Accuracy
    
    VaR and CVaR
  - Credit Risk Analysis
    Credit Risk Analysis
    
    Credit Risk Analysis
    
    Glossary
  - Portfolio Optimization
  - Portfolio Diversification
- Biology
  Biology
  - RNA Folding
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