此教程共10小時(shí)，中英雙語(yǔ)字幕，畫(huà)質(zhì)清晰無(wú)水印，源碼附件全 課程英文名：Data Structures and Algorithms for Beginners
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課程內(nèi)容
您將從學(xué)習(xí)復(fù)雜性理論開(kāi)始，然后開(kāi)始學(xué)習(xí)數(shù)值算法，包括隨機(jī)數(shù)組、素?cái)?shù)分解和數(shù)值積分。從那里，Rod 將教您有關(guān)鏈表的知識(shí)，例如單鏈表、排序和雙鏈表。本視頻教程還介紹了數(shù)組、堆棧和隊(duì)列以及排序。您還將了解搜索、哈希表、遞歸和回溯算法。最后，您將學(xué)習(xí)樹(shù)、平衡樹(shù)、決策樹(shù)和網(wǎng)絡(luò)算法。
一旦你完成了這個(gè)基于計(jì)算機(jī)的培訓(xùn)課程，你將完全能夠分析和實(shí)現(xiàn)算法，并且能夠?yàn)楦鞣N情況選擇最佳算法。包括工作文件，允許您在整個(gè)課程中跟隨作者。
. 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.srt7 directories, 65 files
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