Advanced Tutorial Overview# Understand the design and usage of MindSpore Quantum for NISQ algorithms, particularly how to design variational quantum algorithms and collaborate with MindSpore to train hybrid quantum-classical algorithms. Main Tutorial# Initial Experience of Quantum Neural Network Advanced Gradient Calculation of Variational Quantum Circuits Equivalence Checking of Parameterized Quantum Circuits Efficiently Simulating the VQE Algorithm with the Quantum Chemistry Toolbox