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所在平台: Udemy |
课程主页: https://www.udemy.com/course/quantum-computing-and-quantum-machine-learning-part-4/
课程评论：没有评论
**课程名称：** 量子计算与量子机器学习 - 第四部分 **课程概述：** 本课程是“量子计算与量子机器学习”系列的第四部分，旨在深入探讨量子算法、量子电路及其在 Qiskit 实践中的应用。您将学习傅立叶级数和傅立叶变换等重要概念。请确保已完成本系列的前三部分课程。 通过本课程，您将： * **增强量子计算理解：** 进一步加深对量子计算的理解，了解其解决经典算法耗时问题的强大能力。 * **掌握经典量子算法：** 学习并理解 Deutsch 算法、Deutsch-Jozsa 算法、Grover 算法等经典量子算法，并探索它们在解决实际挑战中的应用。 * **实践 Qiskit：** 通过 Qiskit 库进行实际操作，了解如何在真实场景中运用量子算法。 * **学习傅立叶变换：** 掌握傅立叶级数和傅立叶变换的原理，了解它们在信号解码和波形分析中的作用。 * **展望未来：** 了解 Shor 因子分解算法如何破解 RSA 加密，为后量子时代做好准备，以及量子密码学的安全性、防篡改特性和发展前景。 **学习目标：** * 理解量子算法的工作原理。 * 掌握量子电路的设计和实现。 * 熟练使用 Qiskit 进行量子计算编程。 * 理解傅立叶变换在信号处理中的应用。 * 了解当前和未来量子计算在密码学等领域的潜在影响。 **先修要求：** * 已完成“量子计算与量子机器学习”系列的前三部分。
Learn state of the Quantum Algorithms, Quantum Circuits and Practicals on Qiskit in the course - Quantum Computing and Quantum Machine Learning - Part 4. Learn some phenomenal concepts such as Fourier Series and Fourier Transform. Ensure you have gone through the pre-requisites, that is you have gone through all the previous parts of Quantum Computing and Quantum Machine Learning i.e. Part 1,2 and 3. This course will further enhance your understanding about quantum computing and the algorithms that it can solve , there are algorithms such as Deutsch Algorithm, Deutsch Josza Algorithm, Grover's Algorithm, which will see how it can be applied to solve certain challenges which the classical algorithms takes lot of time. For practicals the library that will see is qiskit and how in real-time use cases these quantum algorithms could be handy.We will even learn the concept regarding Fourier Series and Fourier Transform, which are immensely used to decode the signal and even check how one signal can be decoded into multiple waves.In the next series will see algorithms like Shor's Factorization Algorithm which can break the traditional RSA encryption techniques and how one needs to be prepared for Post-Quantum Era. So that in cryptography new algorithms could come and take over. Quantum Cryptography would be an excellent and state of the cryptography which would be unbreakable and cannot be broken. Would be completely a secure and tamper-proof system.
