此教程共10小时，中英双语字幕，画质清晰无水印，源码附件全 课程英文名：Data Structures and Algorithms for Beginners

下载地址

百度网盘地址：https://pan.baidu.com/s/1ieJDWs3gWBrSYkgflvnyKQ?pwd=9eqx

课程内容

您将从学习复杂性理论开始，然后开始学习数值算法，包括随机数组、素数分解和数值积分。从那里，Rod 将教您有关链表的知识，例如单链表、排序和双链表。本视频教程还介绍了数组、堆栈和队列以及排序。您还将了解搜索、哈希表、递归和回溯算法。最后，您将学习树、平衡树、决策树和网络算法。

一旦你完成了这个基于计算机的培训课程，你将完全能够分析和实现算法，并且能够为各种情况选择最佳算法。包括工作文件，允许您在整个课程中跟随作者。

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├── 1. Intorduction
│   ├── 1. What are data Structures.mp4
│   ├── 1. What are data Structures.srt
│   ├── 2. What is an algorithm.mp4
│   ├── 2. What is an algorithm.srt
│   ├── 3. Why are Data Structures and Algorithms important.mp4
│   ├── 3. Why are Data Structures and Algorithms important.srt
│   ├── 4. Types of Data Structures.mp4
│   ├── 4. Types of Data Structures.srt
│   ├── 5. Types of Algorithms.mp4
│   └── 5. Types of Algorithms.srt
├── 2. Recursion and Big O
│   ├── 1. What is Recursion.mp4
│   ├── 1. What is Recursion.srt
│   ├── 2. Why we need Recursion.mp4
│   ├── 2. Why we need Recursion.srt
│   ├── 3. Big O.mp4
│   ├── 3. Big O.srt
│   ├── 4. Big O Big Theta Big Omega.mp4
│   └── 4. Big O Big Theta Big Omega.srt
├── 23.txt
├── 3. Data Structures
│   ├── 1. Arrays.mp4
│   ├── 1. Arrays.srt
│   ├── 2. Lists.mp4
│   ├── 2. Lists.srt
│   ├── 3. Stacks.mp4
│   ├── 3. Stacks.srt
│   ├── 4. Queues.mp4
│   ├── 4. Queues.srt
│   ├── 5. Hash Tables.mp4
│   ├── 5. Hash Tables.srt
│   ├── 6. Heaps.mp4
│   ├── 6. Heaps.srt
│   ├── 7. Binary Search Trees.mp4
│   └── 7. Binary Search Trees.srt
├── 4. Sort Algorithms
│   ├── 1. Bubble Sort.mp4
│   ├── 1. Bubble Sort.srt
│   ├── 2. Selection Sort.mp4
│   ├── 2. Selection Sort.srt
│   ├── 3. Insertion Sort.mp4
│   ├── 3. Insertion Sort.srt
│   ├── 4. Merge Sort.mp4
│   ├── 4. Merge Sort.srt
│   ├── 5. Quick Sort.mp4
│   └── 5. Quick Sort.srt
├── 5. Clustering Algorithms
│   ├── 1. K-means.mp4
│   └── 1. K-means.srt
├── 6. Search Algorithms
│   ├── 1. Linear Search.mp4
│   ├── 1. Linear Search.srt
│   ├── 2. Binary Search.mp4
│   └── 2. Binary Search.srt
└── 7. Graph Algorithms
    ├── 1. What is a Graph.mp4
    ├── 1. What is a Graph.srt
    ├── 2. Graph Terminology.mp4
    ├── 2. Graph Terminology.srt
    ├── 3. Types of Graph.mp4
    ├── 3. Types of Graph.srt
    ├── 4. Graph Representation.mp4
    ├── 4. Graph Representation.srt
    ├── 5. Breadth First Search.mp4
    ├── 5. Breadth First Search.srt
    ├── 6. Depth First Search.mp4
    ├── 6. Depth First Search.srt
    ├── 7. BFS vs DFS.mp4
    ├── 7. BFS vs DFS.srt
    ├── 8. Dijkstra's Algorithm.mp4
    └── 8. Dijkstra's Algorithm.srt

7 directories, 65 files

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