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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-structures-and-algorithms-in-python-2/
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Coursera 课程《Python 高级数据结构与算法》内容总结： 这门课程旨在帮助学习者深入理解并掌握 Python 中的高级数据结构与算法。课程特色在于其详细的讲解和大量的动画演示，使复杂的概念易于可视化和理解。讲师是《Comprehensive Data Structures and Algorithms in C++》一书的作者，具备深厚的专业知识。 课程内容涵盖： 1. **树（Trees）**: * AVL 树 * 线索化二叉树（Threaded Binary Tree） * 表达式树（Expression Tree） * B 树 2. **图（Graphs）**: * 图的表示方法：邻接矩阵（Adjacency matrix）、邻接表（Adjacency list）、路径矩阵（Path matrix） * 图论算法： * Warshall's Algorithm * 图的遍历（Graph Traversal），包括广度优先搜索（BFS）和深度优先搜索（DFS） * Dijkstra 算法（最短路径） * Prim's Algorithm 和 Kruskal's Algorithm（最小生成树） 课程采用循序渐进的教学方法，通过分步解释算法，帮助学习者扎实掌握基础，从而能够应对 Python 数据结构与算法相关的面试题并应用于实际项目中。课程提供完整的 Python 代码实现，即使使用其他编程语言（如 Java, C++, C#）的学习者也能轻松将概念转化为代码。 课程将复杂的知识点分解成简短易懂的讲座，并配以图示和动画，以简化学习过程。这门课程特别适合软件开发者回顾巩固数据结构与算法知识，也适合正在学习相关书籍或资料的学生。
This "Advanced Data Structures and Algorithms In Python" course is thoroughly detailed and uses lots of animations to help you visualize the concepts.Instructor is author of book "Comprehensive Data Structures and Algorithms in C++".This "Advanced Data Structures and Algorithms in Python" tutorial provides a comprehensive explanation of different types of graph and various graph algorithms. Throughout the course a step by step approach is followed to make you understand different algorithms. Through this course you can build a strong foundation and it will help you to crack Data Structures and Algorithms in Python coding interviews questions and work on projects. Good foundation on Data Structures and Algorithms in Python interview topics helps you to attempt tricky interview questions.This Data Structures and Algorithms using Python course covers following DSA topics in Python with implementation:Trees: AVL Tree, Threaded Binary Tree, Expression Tree, B Tree explained and implemented in PythonGraphs: Adjacency matrix, Adjacency list, Path matrix, Warshall's Algorithm, Traversal, Breadth First Search (BFS), Depth First Search (DFS),Dijkstra's Shortest Path Algorithm, Prim's Algorithm and Kruskal's Algorithm for minimum spanning treeHere are the DSA topics in course-AVL TreeThreaded Binary TreeExpression TreeB TreeGraphTraversal in GraphShortest Paths in GraphMinimum Spanning Tree of a GraphThe Data Structures and Algorithms with Python course is broken down into easy to assimilate short lectures and complete working programs are shown for each concept that is explained. The algorithms and examples are explained with figures and animations to simplify the learning of this complex topic. You will see code implementation of different data structures in Python and algorithms are explained in step-wise manner.In this Data Structures and Algorithms through Python course, Python programs are used for implementing various concepts, but you can easily code them in any other programming language like Java, C++, C#.This "Data Structures and Algorithms In Python" online course on udemy will help software developers to refresh the concepts studied in Data Structures and Algorithms In Python books / pdf and also to students learning from referred books / pdf.So what are you waiting for, click on Buy button to enroll now and start learning.
