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

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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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