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所在平台: Udemy |
课程主页: https://www.udemy.com/course/quantum-computing-bootcamp/
课程评论:没有评论
**课程名称:** 量子计算训练营 (A-Z) 全面解析:理论 + 实践 **课程概述:** 本课程是2022年为所有水平和背景的学生设计的量子计算训练营。课程以最清晰的方式,深入阐述了这项技术的根基。它是一站式的量子计算基础、算法、硬件和应用(量子机器学习和量子化学)指南。每个概念都通过数学、物理、计算机科学和电气工程四个维度的类比进行了深入讲解。本课程旨在帮助初学者牢固掌握量子计算的理论核心概念,并具备编写程序和算法的能力。对于已有量子计算基础的学生,本课程将提供全方位的深入理解和精进。学完本课程,学生将能以“量子思维”进行思考。 **课程内容:** * **第一周:量子入门** * 课程介绍 * 量子计算历史 * 量子计算简介 * 量子比特(Qubits)与量子门 * (实践) * 随堂测验 - 1 * **第二周:数学与力学** * 线性代数 * 量子力学公设 * 量子纠缠(Entanglement),贝尔态(Bell states) * (实践) * 随堂测验 - 2 * **第三周:量子算法入门** * 量子隐形传态(Quantum Teleportation)(理论 + 实践) * Deutsch Jozsa 算法(理论 + 实践) * Bernstein Vazirani 算法(理论 + 实践) * 随堂测验 - 3 * **第四周:量子搜索算法** * 经典搜索与量子搜索算法的区别 * 幅度放大(Amplitude Amplification) * 量子搜索算法(Grover 算法) * (实践) * 随堂测验 - 4 * **第五周:密码学、傅里叶与Shor算法** * 密码系统简介 * RSA 加密 * 傅里叶变换(Fourier Transformation) * Shor 算法 * (实践) * 随堂测验 - 5 * **第六周:量子计算机的硬件部分** * 光学光子量子计算机 * 离子阱技术 * 核磁共振(NMR)技术 * 更多技术展望 * 随堂测验 - 6 * **第七周:量子信息与密码学** * 量子噪声(Quantum Noise) * 量子纠错(Quantum Error Correction) * 量子密码学 * 实践实现 * 随堂测验 - 7 * **第八周:应用与总结** * 量子机器学习 * 量子化学 * 其他应用 * 课程总结 * 反馈 * **一起探索“量子世界”!** **授课语言:** 英语 **语速:** 中等,可调。 **课程更新:** 根据学员反馈进行更新。 **教学方式:** 以清晰易懂的方式讲解,并辅以数学、物理、计算机科学和电气工程四个领域的类比,帮助理解概念的本质。课程包含理论知识和实践操作。
This course is a 2022 Bootcamp on Quantum Computing for students of all levels and all backgrounds. It is perfectly put in the most lucid way possible explaining all the necessary roots of the technology in depth. This course is a one-stop book for quantum computing basics, algorithms, hardware, and applications(Quantum machine learning and Quantum chemistry). Every concept is keenly explained in four different analogies (Mathematics, Physics, Computer Science, and Electrical) to understand the whole and soul of it. This course helps beginners to successfully grasp all the core concepts of quantum computing in theory and gives them the ability to successfully write programs, algorithms. For students who are already in the field, this course will give you an all-around understanding and perfection in the concepts. By the end of this course, students will pick up the mindset of thinking in a quantum way.Contents of the course:Week 1: QuantroductionCourse IntroductionHistoryIntroduction to Quantum ComputingQubits & Quantum GatesWeek - 1 (Practical)Quiz - 1WEEK 2: Math and MechanicsLinear AlgebraPostulates of Quantum MechanicsEntanglement, Bell statesWeek - 2 (Practical)Quiz - 2Week 3: Introduction to Quantum AlgorithmsQuantum Teleportation (Theory + Practical)Deutsch Jozsa Algorithm (Theory + Practical)Bernstein Vazirani Algorithm (Theory + Practical)Quiz - 3WEEK 4: Quantum Search AlgorithmsDifference between classical and quantum search algorithmsAmplitude AmplificationQuantum Search Algorithms ( Grover's Algorithm )Week - 4 (Practical)Quiz - 4Week 5: Cryptography, Fourier and shor'sIntroduction to CryptosystemsRSA EncryptionFourier TransformationShor's AlgorithmWeek - 5 (practical)Quiz - 5WEEK 6: The Hardware part of the Quantum ComputersIntroductionOptical photon Quantum ComputerIon Trap TechnologyNuclear Magnetic Resonance ( NMR ) TechnologyWhat More…Quiz - 6Week 7: Quantum Information and CryptographyQuantum NoiseQuantum Error CorrectionQuantum CryptographyPractical ImplementationQuiz - 7Week 8: Application and ConclusionQuantum Machine LearningQuantum ChemistryOther applicationsConclusionFeedbackIt is explained in English with medium pace speech which you can increase or decrease. Based on reviews the course will be updated for betterment.Let's explore the "Quantum World" together!!!!