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所在平台: Udemy |
课程主页: https://www.udemy.com/course/algorithms-data-structures/
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## Coursera 课程《算法与数据结构》内容总结 本课程《算法与数据结构》由拥有超过15年编程经验的José Javier Villena倾情打造，旨在为学习者系统、全面地讲解软件开发这两大基石——算法与数据结构。课程提供可下载的教学材料、实用的编程经验建议，并包含已解决的练习和现实生活中的应用示例，帮助学习者深刻理解算法逻辑并掌握在任何编程语言中的实现方法。 课程主要分为两大模块： **一、算法 (Algorithms)** 本模块专注于培养学习者从零开始构建算法的能力，无论使用何种编程语言或技术。课程侧重于**开发逻辑**，以便学习者能够将所学概念迁移到自己的开发环境中。 * **核心内容：** * 学习如何开发基础算法，解决各类问题。 * 重点讲解**排序算法**，包括其工作原理以及代码的每一行、每一个元素。 * 教授如何创建比经典的冒泡排序、选择排序或插入排序更快的排序算法，强调**优化和效率**。 * 强调算法的**逻辑思维**和**.开发逻辑**，确保内容的通用性。 **二、数据结构 (Data Structures)** 本模块将带领学习者探索各类数据结构，从最基础到更复杂的，涵盖**静态数据结构**和**动态数据结构**。课程将详细解释它们的定义、用途以及如何选择和使用。 * **核心内容：** * **静态与动态数据结构：** 深入理解其概念、区别及应用场景。 * **线性动态数据结构：** 学习列表 (Lists)，栈 (Stacks) 和队列 (Queues)，并通过一个完整的项目来实践这些数据结构的实现和管理。 * **非线性动态数据结构：** 学习树 (Trees) 的相关知识。 * **实际应用：** 通过超市管理等现实生活场景，展示算法如何应用于数据结构，并完成相关功能的代码开发。 **课程特色：** * **循序渐进：** 所有概念都将进行详细、分步的讲解，并解释其背后的原理，帮助学习者从一开始就打下坚实的基础。 * **实践导向：** 提供实际项目和真实世界应用案例，让学习者能够理解算法逻辑并将其应用于代码实现。 * **语言无关：** 课程内容设计注重算法和数据结构的通用逻辑，确保学习者能够将其应用于任何编程语言。 * **专家指导：** 包含讲师15年以上编程经验的建议，为学习者提供宝贵的指导。 * **全面技能提升：** 帮助学习者掌握基础编程技能，包括： * 基础算法 * 编程逻辑开发 * 代码编写最佳实践 * 算法的资源、时间和操作优化 * 数据结构的编码实现 通过本课程，学习者将能够全面掌握算法与数据结构的核心概念，提升编程能力，并为未来在任何软件开发领域的深入发展奠定坚实的基础。
In this Algorithms and Data Structures course you will learn in a basic and very complete way the most elementary notions about these pillars of software development. This course will give a complete tour of all the most basic concepts to learn how to create your own algorithms, thanks to the global vision that you will acquire. In fact throughout the course you will learn how to apply each idea to any programming language.You will learn fundamental programming skills:- Elementary Algorithms- Development of programming logic- Best practices when writing code- Optimization of resources, time and operations in an algorithm- Data Structures implementation in codeIn addition you will have downloadable didactic material, advice from my +15 years of programming experience, solved exercises and examples of use for real life situations, so that you understand what logic follows each algorithm and know how to implement it in the language of your choice.The course is divided into 2 main blocks addressed throughout the different sections:AlgorithmsIn this block you will learn how to develop from scratch algorithms to solve problems no matter what programming language or technology you use. We will mainly focus on the development logic so that you will be able to transfer the idea to your own development environment. Therefore, no matter what language you use, the contents of these classes will be totally useful for you.Among the different algorithms that we will see are included the sorting algorithms with a detailed explanation of how they work and each line and element of the code that they have. Did you know that in this course we will create a sorting algorithm faster than the famous Bubble Sort, Selection or Insertion? If you want to know how to create algorithms with optimization and efficiency in mind...this is the ideal course for you.Data StructuresIn this block you will learn about the different Data Structures that exist, from the most basic to the most complex ones, and both static and dynamic data structures. What is a static data structure? And a dynamic one? What are they for? How to use one or the other? All this is explained in the course.Did you know that in everyday life there are many situations in which algorithms can be applied to Data Structures? For example in a simple supermarket we find several situations that could be handled with Lists, Stacks and Queues. Precisely in this course we will develop along a complete project, the management of these issues by means of Dynamic Data Structures.We will develop each one of the functionalities in code explained in detail of the following data structures:Static and Dynamic Data Structures (Arrays and Multidimensional Arrays).Linear Dynamic Data Structures (Lists, Stacks and Queues)Non-Linear Dynamic Data Structures (Trees)All concepts are explained in detail, step by step and understanding the why of each thing. This way you will be able to grasp a correct foundation on these programming pillars from the very beginning of your professional development. This course will allow you to expand into any area of software development.Isn't it great? Well, the best of all is that it is at your fingertips.Buy the course and enjoy all that is waiting for you.See you soon!José Javier Villena
