Data structure and algorithms using C, C++, Java, JavaScript

所在平台: Udemy

课程主页: https://www.udemy.com/course/data-structure-and-algorithms-course-for-beginners/

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课程名称:使用C、C++、Java和JavaScript的数据结构与算法 课程概述:该课程提供了丰富的编程示例,涵盖多种编程语言,包括C、C++、Java、Python、JavaScript、Ruby等。数据结构和算法是软件和Web开发职业生涯中至关重要的部分,深入理解DSA是IT行业成功的关键。无论您使用哪种平台或偏好哪种编程语言,掌握DSA都是在软件领域发展的必须知识。本课程特别适合希望从基础开始学习并最终成为专家的学习者。无论是初学者还是中级开发者,课程内容都进行了详细的讲解,涵盖多个主题并结合适当的编程代码示例,以便于理解。 课程内容包括: - 数组 - 链表 - 栈 - 指针 - 队列 - 树 - 二叉树 - 二叉搜索树 - AVL树 - 图 - 集合 - 哈希表 - 算法 - 暴力解决 - 贪心算法 - 递归 - 回溯 - 分治法 - 动态规划 - 随机算法 - 各种排序算法(冒泡排序、快速排序、选择排序、插入排序、堆排序、归并排序、计数排序、桶排序、组合排序) - 哈希函数 - AES与RSA加密 - 数字、字符串、数组相关问题及解决方案 - 针对栈、树、链表、队列的问题及解决方案 - DSA选择题 通过解析现实世界中的实例,使学习变得更加简单易懂。本课程是想要深入学习数据结构与算法的最佳选择。

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Programming examples are given in all possible languages like C, C++, Java, Python, JavScript, Ruby, etc.Data structure and algorithms are very important parts of the software and web development careers. One must have a thorough knowledge of DSA to stand out in an IT career. No matter which platform you work on or which language you prefer to code, DSA is a must-have knowledge to grow in the software field.This is the perfect course for people who want to learn DSA right from the beginning and become masters at the end of the course.This course is designed for beginners and intermediates, this course will be the perfect choice for people who are new to data structures, here all topics are explained in detail from scratch with suitable examples along with the possible programming code. To make it easy to learn for you, topics are explained using real-world examples.Course overview.☞ Arrays☞ Linked List☞ Stacks☞ Pointers☞ Queues☞ Tree☞ Binary Tree☞ Binary Search Tree☞ AVL Tree☞ Graph☞ Set☞ Hash Table☞ Algorithms☞ Brute Force☞ Greedy☞ Recursive☞ Backtracking☞ Divide & Conquer☞ Dynamic Programming☞ Randomized☞ Bubble Sort☞ Quick Sort☞ Selection Sort☞ Insertion Sort☞ Heap Sort☞ Merge Sort☞ Counting Sort☞ Bucket Sort☞ Comb Sort☞ Hash Functions☞ AES☞ RSA☞ Problems & solutions on numbers, strings, arrays☞ Problems & solutions on stacks, trees, linked lists, queues☞ DSA MCQ

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