Mastering critical SKILLS in Data Structures using C++

所在平台: Udemy

课程主页: https://www.udemy.com/course/dscpp-skills/

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**课程名称:** Mastering critical SKILLS in Data Structures using C++ **课程概述:** 本课程专注于培养实际技能,而非仅传授知识。从基础到高级数据结构,深入讲解内部实现原理、时间和内存复杂度分析,并提供代码逐行讲解、源代码、PPT和大量的练习题(约180题,难度从易到难),帮助学员真正掌握各类数据结构。 **课程内容:** * 渐进式复杂度 * Vector * 单向链表 * 双向链表 * 稀疏数组与矩阵(项目) * 栈 * 队列 * 二叉树 * 二叉搜索树 * 二叉堆 * AVL树 * 字母树(Trie) * 哈希表 * 提供大量的课后作业及视频解析 **教学风格:** 采用独特的教学方式,将理论与代码并行讲解,力求具体化,并辅以清晰的视觉化呈现,让学习过程更直观、更易懂。 **学习目标:** * 在 C++ 中,对数据结构有扎实的理解。 * 熟练掌握数据结构的各项技能。 * 提升分析和解决问题的能力。 * 写出整洁的数据结构代码。 * 能够将数据结构作为“黑盒”运用。 * 具备良好的问题解决能力,为进一步学习算法、参加竞赛编程及面试打下坚实基础。 **先修要求:** * **编程技能:** 熟悉数组与函数,能够熟练运用递归函数和指针,了解面向对象编程基础(类、私有/公共成员)。 * **偏好:** 学习并使用 STL。 * **其他:** 具备基本的编程解题能力。 **重要提示:** 本课程旨在提供一次“变革性”的学习体验,难度接近斯坦福大学的课程。学习过程不会轻松,但会带来巨大的提升。如果希望更轻松的学习,可以跳过部分作业。切勿错过如此独特的一次学习机会!

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Almost all other courses focus on knowledge. In this course, we focus on gaining real skills. Overall:The course covers basic to advanced data structuresLearn the inner details of the data structures and their time & memory complexity analysisLearn how to code line-by-lineSource code and Slides and provided for all contentAn extensive amount of practice to master the taught data structures (where most other content fails!)~180 problems from easy to hard!Content:Asymptotic ComplexityVectorSingly Linked ListDoubly Linked ListProject: Sparse Array and MatrixStackQueueBinary TreeBinary Search TreeBinary HeapAVL TreeLetter Tree (Trie)Hash TableExtensive Homework sets with video solutionsTeaching Style:Instead of long theory then coding style, we follow a unique styleI parallelize the concepts with the codes as much as possibleGo Concrete as possibleUse Clear VisualizationBy the end of the journeySolid understanding of Data Structures topics in C++Mastering different skillsAnalytical and Problem-Solving skillsClean coding for data structuresBlack-box applying on DSWith the administered problem-solving skillsYou can start competitive programming smoothly [DS type]Smooth start in Algorithms courseOne more step toward interviews preparationPrerequisitesProgramming Skills:Up to arrays & functionsComfortable with recursive functionsComfortable with pointersBasics of OOP: Just Class, Private and Public Sections.Preferred: Learning and using STLProject Building SkillsBasic Programming Problem-Solving SkillsIt is going to be a transformative experience. Please read reviews to get a flavour of that. It is not going to be easy work. It will be Stanford-like course. You can skip homework if you want easier or shorter learning experience. Don't miss such a unique learning experience!

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