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Lecture 1: Qubit, Quantum, Quantum Circuit and Measurement (part 1)

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Lecture 1: Qubit, Quantum, Quantum Circuit and Measurement (part 1)

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QuantumMachineLearning-14-GateBasedQuantumComputationEducational Videos 2

Section 29: A Genuine Quantum TechnologyEducational Videos 3

Section 28: Beating the SQL in Gravitational Wave DetectionEducational Videos 4

Section 27: Beating the SQL in a Mach–Zehnder InterferometerEducational Videos 5

Section 26: Squeezed States are Fragile!Educational Videos 6

Section 25: Measurement below the SQLEducational Videos 7

Section 24: Squeezed StateEducational Videos 8

Section 23: Complex Plane RepresentationEducational Videos 9

section 22: Quadrature ComponentsEducational Videos 10

Section 21: Balanced Homodyne DetectionEducational Videos 11

Section 20: Squeezed LightEducational Videos 12

Section 19: Review of Previous TopicsEducational Videos 13

Section 18: Multimode Coherent RadiationEducational Videos 14

Section 17: Heterodyne DetectionEducational Videos 15

Section 16: Quasi-Classical Wave Packet on a Beam SplitterEducational Videos 16

Section 15: Quasi-Classical Wave PacketEducational Videos 17

Section 14: Photon Poisson DistributionEducational Videos 18

Section 13: Overview of Multimode Quantum OpticsEducational Videos 19

Section 12: Quasi-Classical Polychromatic States of RadiationEducational Videos 20

Section 11: Summary of Previous SectionsEducational Videos 21

Section 10: Photon Flux FluctuationsEducational Videos 22

Section 9: Free-Space Beam EmitterEducational Videos 23

Section 8: An Example of a Monochromatic LaserEducational Videos 24

Section 7: Transformation on a Beam SplitterEducational Videos 25

Section 6: Photoelectric Signals (Classical Approach)Educational Videos 26

Section 5: Photon NumberEducational Videos 27

Section 4: Mean Field and DispersionEducational Videos 28

Lecture 37: Programming Laboratory (Part 9)Educational Videos 29

Lecture 36: Programming Laboratory (Part 8)Educational Videos 30

Lecture 35: Programming Laboratory (Part 7)Educational Videos 31

Lecture 34: Programming Laboratory (Part 6)Educational Videos 32

Lecture 33: Programming Laboratory (Part 5)Educational Videos 33

Lecture 32: Programming Laboratory (Part 4)Educational Videos 34

Lecture 31: Programming Laboratory (Part 3)Educational Videos 35

Lecture 30: Programming Laboratory (Part 2)Educational Videos 36

Lecture 29: Programming Laboratory (Part 1)Educational Videos 37

Lecture 28: Interviews with Selected Experts and Career Opportunities in Quantum TechnologyEducational Videos 38

Lecture 27: Applications in Quantum Chemistry (Part 6)Educational Videos 39

Lecture 26: Applications in Quantum Chemistry (Part 5)Educational Videos 40

Lecture 25: Applications in Quantum Chemistry (Part 4)Educational Videos 41

Lecture 24: Applications in Quantum Chemistry (Part 3)Educational Videos 42

Lecture 23: Applications in Quantum Chemistry (Part 2)Educational Videos 43

Lecture 22: Applications in Quantum Chemistry (Part 1)Educational Videos 44

Lecture 21: Superconducting Qubits (Part 6)Educational Videos 45

Lecture 20: Superconducting Qubits (Part 5)Educational Videos 46

Lecture 19: Superconducting Qubits (Part 4)Educational Videos 47

Lecture 18: Superconducting Qubits (Part 3)Educational Videos 48

Lecture 17: Superconducting Qubits (Part 2)Educational Videos 49

Lecture 16: Superconducting Qubits (Part 1)Educational Videos 50

Lecture 15: Quantum Error Correction with Implementation (Part 3)Educational Videos 51

Lecture 14: Quantum Error Correction with Implementation (Part 2)Educational Videos 52

Lecture 13: Quantum Error Correction with Implementation (Part 1)Educational Videos 53

Lecture 12: Shor’s Factoring Algorithm (Part 2) – Writing a Quantum Program (Part 3)Educational Videos 54

Lecture 1۱: Shor’s Factoring Algorithm (Part 2) – Writing a Quantum Program (Part ۲)Educational Videos 55

Lecture 10: Shor’s Factoring Algorithm (Part 2) – Writing a Quantum Program (Part 1)Educational Videos 56

Lecture 9: Shor’s Algorithm, Quantum Fourier Transform, and Quantum Phase Estimation (Part 3)Educational Videos 57

Lecture ۸: Shor’s Algorithm, Quantum Fourier Transform, and Quantum Phase Estimation (Part ۲)Educational Videos 58

Lecture 7: Shor’s Algorithm, Quantum Fourier Transform, and Quantum Phase Estimation (Part 1)Educational Videos 59

Lecture 6: Writing and Executing a Quantum Program (Part 2)Educational Videos 60

Lecture 5: Writing and Executing a Quantum Program (Part 1)Educational Videos 61

Lecture 4: Writing and Executing a Simple Quantum ProgramEducational Videos 62

Section 55: Review of Chapter 1 and Introduction to Chapter 2Educational Videos 63

Section 54: The No-Cloning TheoremEducational Videos 64

Section 53: Quantum Cryptography (BB84 Quantum Key Distribution Protocol)Educational Videos 65

Section 52: Single-Photon Polarization as a QubitEducational Videos 66

Section 51: Weak Pulses on a Beam SplitterEducational Videos 67

Section 50: Photonics-Based Technologies (Quantum Random Number Generation)Educational Videos 68

Section 49: Summary of the Covered TopicsEducational Videos 69

Section 48: Posing a QuestionEducational Videos 70

Section 47: Wave–Particle Duality and ComplementarityEducational Videos 71

Section46Educational Videos 72

Section 45: Single-Photon Interference SignalEducational Videos 73

Section 44: Anticorrelation with Complementary PhotonsEducational Videos 74

Section 43: Anticorrelation Experiments (Quantum Behavior)Educational Videos 75

Section 42: Anticorrelation of Single-Photon Wave Packets on a Beam SplitterEducational Videos 76

Section 41: Wave–Particle Duality of a Single Photon in the Real WorldEducational Videos 77

Section 40: Summary of the Covered TopicsEducational Videos 78

Section 39: Real Single-Photon SourcesEducational Videos 79

Section 38: A Brief Introduction to Fourier TransformEducational Videos 80

Section 37: Spontaneous Photon EmissionEducational Videos 81

Section 36: Single Photon source in real worldEducational Videos 82

Section 35: Heisenberg FormulationEducational Videos 83

Section 34: Review on past contentsEducational Videos 84

Section 33: Light detection signalsEducational Videos 85

Section 32: Field observables (Vacuum observables)Educational Videos 86

Section 31: Linear and Angular MomentumEducational Videos 87

Section 30: All photons numberEducational Videos 88

Section 29: Hamiltonian eigenstates and vacuum energyEducational Videos 89

Section 28: Canonical quantization for multi-mode RadiationsEducational Videos 90

Section 27: Single mode quantized radiation (Quantum Optics in laboratory)Educational Videos 91

Section 26: Wave-particle duality (formulation and interpretation)Educational Videos 92

Section 25: Single Photon interferenceEducational Videos 93

Section 24: Mach-Zender interference in classical opticsEducational Videos 94

Section 23: Single photon wave packet in beam splitterEducational Videos 95

Section 22: Beamsplitter in quantum opticsEducational Videos 96

Section 21: Single photon interference (wave-particle duality)Educational Videos 97

Section 20: Review on past contentsEducational Videos 98

Section 19: Double photon detection signalsEducational Videos 99

Section 18: Single light detection signals for single photon stateEducational Videos 100

Section 17: Single light detection signalsEducational Videos 101

Section 16: Single photon state in single modeEducational Videos 102

section 15: Semi classical model of opticsEducational Videos 103

Section 14: Single photon state in single mode particle like behaviourEducational Videos 104

Section13Educational Videos 105

Section 12: Homework part 1Educational Videos 106

Section 11: A Review of past contentEducational Videos 107

Section 10: The vacuum fluctuationsEducational Videos 108

Section 9: State numbers of photon Educational Videos 109

Section 8: ObservablesEducational Videos 110

Section 7: Canonical Quantization for single mode radiationEducational Videos 111

Section 6: Single Mode RadiationEducational Videos 112

Section 5: Quantum harmonic oscillator (part 2)Educational Videos 113

Section 4: Quantum harmonic oscillator (part 1)Educational Videos 114

Lab 5: Introduction to Hardware Efficient Ansatz for Quantum Machine LearningEducational Videos 115

Lab 4: Introduction to Training Quantum CircuitsEducational Videos 116

Lab 3: Introduction to Quantum Kernels and Support Vector MachinesEducational Videos 117

Lab 2: Introduction to Variational AlgorithmsEducational Videos 118

Lab 1: Introduction to Quantum Computing Algorithms and OperationsEducational Videos 119

The last Lecture: The Future of Quantum Machine LearningEducational Videos 120

Lecture 10.2: The Capacity and Power of Quantum Machine Learning ModelsEducational Videos 121

Lecture 10.1: Advanced QML Algorithms (part 2)Educational Videos 122

Lecture 10.1: Advanced QML AlgorithmsEducational Videos 123

Lecture 9.2: Hardware Efficient Ansatz for Quantum Machine LearningEducational Videos 124

Lecture 9.1: Introduction to Quantum HardwareEducational Videos 125

Lecture 8.2: Barren Plateaus, Trainability Issues, and How to Avoid ThemEducational Videos 126

Lecture 8.1: Introduction and Applications of Quantum ModelsEducational Videos 127

Lecture 7.1: Quantum Kernels in PracticeEducational Videos 128

Lecture 6.2: Quantum Feature Spaces and KernelsEducational Videos 129

Lecture 6.1: From Variational Classifiers to Linear ClassifiersEducational Videos 130

Lecture 5.2: Introduction to Quantum Approximate Optimization Algorithm and ApplicationsEducational Videos 131

Lecture 5.1: Building a Quantum ClassifierEducational Videos 132

Lecture 4.2: Advanced Classical Machine Learning (ML)Educational Videos 133

Lecture 4.1: Introduction to Classical Machine Learning (ML)Educational Videos 134

Lecture 3.2: Noise in Quantum Computers part 2Educational Videos 135

Lecture 3.1: Noise in Quantum Computers part 1Educational Videos 136

Lecture 2.2: Simple Quantum Algorithms IIEducational Videos 137

Lecture 41: Guest lecture by Seth LloydEducational Videos 138

Lecture 40: Quantum Gaussian StatisticsEducational Videos 139

Lecture 39: Quantum Linear Algebra ApplicationEducational Videos 140

Lecture 38: Quantum Matrix InversionEducational Videos 141

Lecture 37: Overview of the HHL AlgorithmEducational Videos 142

Lecture 36: Quantum Phase EstimationEducational Videos 143

Lecture 35: Quantum Fourier TransformEducational Videos 144

Lecture 34: Quantum Enhanced Kernel (final part)Educational Videos 145

Lecture 33: Quantum Enhanced Kernel (continue)Educational Videos 146

Lecture 32: Quantum Enhanced KernelEducational Videos 147

Lecture 31: Optimization and SamplingEducational Videos 148

Lecture 30: Probabilistic Graphical ModelEducational Videos 149

Lecture 29: An Interference CircuitEducational Videos 150

Lecture 28: Kernel MethodsEducational Videos 151

Lecture 27: Clustering by Quantum OptimizationEducational Videos 152

Lecture 26: QBoostEducational Videos 153

Lecture 25: Ensemble LearningEducational Videos 154

Lecture 24: Encoding Classical In formatEducational Videos 155

Lecture 23: Variational Circuits (final part)Educational Videos 156

Lecture 14: Gate-Model Quantum ComputingEducational Videos 157

Lecture 22: Variational Circuits (continue)Educational Videos 158

Lecture 21: Variational Circuits (continue)Educational Videos 159

Lecture 20: Variational Circuits and QubitsEducational Videos 160

Lecture 19: Sampling a Thermal StateEducational Videos 161

Lecture 18: Quantum Approximation and OptimizationEducational Videos 162

Lecture 17: ImplementationsEducational Videos 163

Lecture 16: Quantum AnnealingEducational Videos 164

Lecture 15: Adiabatic Quantum ComputingEducational Videos 165

Lecture 13: Strategies to Solve the Many-Body ProblemEducational Videos 166

Lecture 12: Many-Body Behavior of SpinsEducational Videos 167

Lecture 11: Quantum Many-Body PhysicsEducational Videos 168

Lecture 10: Transverse Field Ising ModeEducational Videos 169

Lecture 9: Classical Ising ModelEducational Videos 170

Lecture 8: Open Quantum SystemsEducational Videos 171

Lecture 25: Effective mass experimentEducational Videos 172

Lecture 24: Entanglement Quantum Computing, EPR and Bell's TheoremEducational Videos 173

Lecture 23: SpinEducational Videos 174

Lecture 22: Metals, Insulators and SemiconductorsEducational Videos 175

Lecture 21: Periodic Lattices Part 2Educational Videos