10最好的数据结构教程推荐

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特写 iPhone,显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 数据结构 技能并获得 数据结构 证书。

在这篇博客文章中,我们的专家汇总了 10 个精选列表 最好的 数据结构 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容!

10最好的数据结构教程推荐

1. Mastering Data Structures & Algorithms using C and C++ 经过 Abdul Bari Udemy课程 我们的最佳选择

“Learn, Analyse and Implement Data Structure using C and C++. Learn Recursion and Sorting.”

截至目前,超过 117066+ 人们已经注册了这门课程,而且已经结束了 30145+ 评论.

课程内容
Before we Start
Essential C and C++ Concepts
Required Setup for Programming
Introduction
Recursion
Arrays Representations
Array ADT
Strings
Matrices
Sparse Matrix and Polynomial Representation
Linked List
Sparse Matrix and Polynomial using Linked List
Stack
Queues
Trees
Binary Search Trees
AVL Trees
Search Trees
Heap
Sorting Techniques
Hashing Technique
Graphs
Asymptotic Notations

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2. Easy to Advanced Data Structures 经过 William Fiset Udemy课程

A complete guide to learning everything there is to know about data structures

截至目前,超过 89051+ 人们已经注册了这门课程,而且已经结束了 7447+ 评论.

课程内容
Introduction
Static and dynamic arrays
Linked lists
Stacks
Queues
Priority queues
Union find/Disjoint set
Binary search trees
Hash tables
Fenwick tree/Binary indexed tree
AVL Tree
Indexed Priority Queue
Sparse Tables

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3. Data Structures and Algorithms: Deep Dive Using Java 经过 “Tim Buchalka, Goran Lochert, Tim Buchalka’s Learn Programming Academy” Udemy课程

“Learn about Arrays, Linked Lists, Trees, Hashtables, Stacks, Queues, Heaps, Sort algorithms and Search algorithms”

截至目前,超过 80552+ 人们已经注册了这门课程,而且已经结束了 12826+ 评论.

课程内容
“Introduction
Arrays and Big-O Notation
Sort Algorithms
Lists
Stacks
Queues
Hashtables
Search Algorithms
Trees
Heaps
Course Wrap-Up
Extra Information – Source code, and other stuff”

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4. “Python for Data Structures, Algorithms, and Interviews!” 经过 Jose Portilla Udemy课程

Get a kick start on your career and ace your coding interviews!

截至目前,超过 74605+ 人们已经注册了这门课程,而且已经结束了 10729+ 评论.

课程内容
Course Setup
Company and Job Types
Resume Preparation
Online Presence
Networking
Job Searching
During the Interview (Non-Technical)
Post Interview
Technical Break Section
Introduction to Jupyter Notebooks
Algorithm Analysis and Big O
Array Sequences
Stacks Queues and Deques
Linked Lists
Recursion
Trees
Searching and Sorting
Graph Algorithms
Riddles
Introduction to Mock Interview Section
Mock Interview 1 – E-Commerce Company
Mock Interview 2 – Large Search Engine Company
Mock Interview 3 – Ride Share Start-Up Company
Mock Interview 4 – Social Network Company
BONUS SECTION: THANK YOU!

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5. Master the Coding Interview: Big Tech (FAANG) Interviews 经过 “Andrei Neagoie, Yihua Zhang, Zero To Mastery” Udemy课程

“Ace the Google, Amazon, Facebook, Microsoft, Netflix coding interviews. Step by step guide for their toughest questions!”

截至目前,超过 42969+ 人们已经注册了这门课程,而且已经结束了 3676+ 评论.

课程内容
“Introduction
Arrays – Question #1 Google Interview Question Two Sum (Easy)
Arrays – Questions #2 – Container With Most Water (Medium)
Arrays – Questions #3 – Trapping Rainwater (Hard)
Strings – Question #4 – Typed Out Strings (Easy)
Strings – Question #5 – Longest Substring Without Repeating Characters (Medium)
Strings – Question #6 – Valid Palindrome & Almost Palindrome
Introducing Linked Lists – Basics and Reverse A Linked List
Linked List – Question #7 – M, N Reversals (Medium)
Linked List – Question #8 – Merge Multi-Level Doubly Linked List (Medium)
Linked List – Question #9 – Cycle Detection (Medium)
Stacks – Question #10 – Valid Parentheses (Easy)
Stacks – Question #11 – Minimum Brackets To Remove (Medium)
Queues – Question #12 – Implement Queue With Stacks (Easy)
Recursion (Sorting and Hoare’s QuickSelect) – Question #13 – Kth Largest Element
Recursion (Binary Search) – Question #14 – Start And End Of Target (Medium)
Binary Trees – Question #15 – Maximum Depth Of Binary Tree (Easy)
Binary Trees – Question #16 – Level Order Of Binary Tree (Medium)
Binary Trees – Question #17 – Right Side View of Tree (Medium)
Full & Complete Binary Trees – Question #18 – Number Of Nodes In Complete Tree
Binary Search Tree – Question #19 – Validate Binary Search Tree (Medium)
Heaps & Priority Queues
Intro To 2D-Arrays – Basics & Traversal Algorithms
2D-Arrays – Question #20 Number Of Islands (Medium)
2D-Arrays – Question #21 Rotting Oranges (Medium)
2D-Arrays – Question #22 – Walls And Gates (Medium)
Intro to Graphs – Representation & Traversal Algorithms
Graphs – Question #23 – Time Needed to Inform All Employees (Medium)
Graphs – Question #24 – Course Scheduler (Medium)
Graphs – Question #25 – Network Time Delay (Medium)
Dynamic Programming – Question #26 – Minimum Cost Of Climbing Stairs (Easy)
Dynamic Programming – Question #27 – Knight Probability In Chessboard (Medium)
Backtracking – Question #28 – Sudoku Solver (Hard)
Interface Design – Question #29 – Monarchy
Tries – Question #30 – Implement Prefix Trie (Medium)
Where To Go From Here?
Appendix: Big O
Appendix: Arrays
Appendix: Hash Tables
Appendix: Linked Lists
Appendix: Stacks + Queues
Appendix: Trees
Appendix: Searching + BFS + DFS
Appendix: Recursion
Appendix: Sorting
BONUS SECTION”

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6. Practical Data Structures & Algorithms in Java + HW 经过 Imtiaz Ahmad Udemy课程

Go from zero to hero in the most important algorithms and data structures using Java

截至目前,超过 28005+ 人们已经注册了这门课程,而且已经结束了 5448+ 评论.

课程内容
Course Overview (Watch this First!)
Prerequisite: Intro to Object Oriented Programming
Basic Data Structures
Linked Lists
Popular Searching Algorithms
Popular Sorting Algorithms
Binary Search Trees
Heap Data Structure
Hash Tables
Graphs

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7. Data Structures A-Z : Data Structures + Algorithms Bootcamp 经过 Vinoth Parthasarathy Udemy课程

Become ace in data structures & algorithms & Crack the code interview by getting mastery in data structures & algorithms

截至目前,超过 26983+ 人们已经注册了这门课程,而且已经结束了 6413+ 评论.

课程内容
Getting Started to Data Structures Masterclass!!!
Start Your Journey with Data Structures and Algorithms
——- Basic Data Structures ——-
The Basic Idea behind all the data structure : Array data structure
Linked List Data Structure : Store your data in order
Special Data structure based on Hashing Technique
Stack And Queue Data Structures : They are Fun – See How!
——- Advanced Data Structures ——-
Tree Theory – Getting Ready to Advanced Data Structures
Graph Theory – Its Amazing [ Another Advanced Data Structures]——- Welcome to Algorithms ——-
Algorithms : The 2 most popular Shortest Path Algorithms
Algorithms : Searching Algorithms – Searching is always Fun!
Sorting Algorithms – Choose Right Algorithm for Right Place
The Conclusion [Of Data Structures and Algorithms Masterclass]

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8. Algorithms and Data Structures in Python (INTERVIEW Q&A) 经过 Holczer Balazs Udemy课程

“A guide to implement data structures, graph algorithms and sorting algorithms from scratch with interview questions!”

截至目前,超过 25655+ 人们已经注册了这门课程,而且已经结束了 3904+ 评论.

课程内容
Introduction
Installation and Environment Setup
### DATA STRUCTURES ###
Data Structures – Arrays
Interview Questions – (Arrays)
Data Structures – Linked Lists
Data Structures – Doubly Linked Lists
Interview Questions (Linked Lists)
Data Structures – Stacks
Data Structures – Queues
Interview Questions (Stacks and Queues)
Data Structures – Binary Search Trees
Interview Questions (Binary Search Trees)
Data Structures – AVL Trees
Data Structures – Red-Black Trees
Data Structures – Heaps
Interview Questions (Heaps)
Data Structures – Associative Arrays (Dictionaries)
### GRAPH ALGORITHMS ###
Graph Algorithms – Graph Traversal Algorithms
Interview Questions (Graph Traversal)
Graph Algorithms – Shortest Paths with Dijkstra’s Algorithm
Graph Algorithms – Shortest Paths with Bellman-Ford Algorithm
Interview Questions (Shortest Paths)
Graph Algorithms – Spanning Trees with Kruskal Algorithm
Graph Algorithms – Spanning Trees with Prims Algorithm
Hamiltonian Cycles – Travelling Salesman Problem
### SUBSTRING SEARCH ALGORITHMS ###
### SORTING ALGORITHMS ###
Interview Questions (Sorting)
### APPENDIX – COMPLEXITY THEORY CRASH COURSE ###
Next Steps
Course Materials (DOWNLOADS)

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9. Introduction to Data Structures & Algorithms in Java 经过 Raghavendra Dixit Udemy课程

Designed to help understand the fundamentals of DS & Algorithms really well. A must have for programming interviews.

截至目前,超过 23210+ 人们已经注册了这门课程,而且已经结束了 3101+ 评论.

课程内容
Introduction to Algorithms
Analysis of Algorithms
Basic Sorting and Search Algorithms
Linked Lists
Stacks and Queues
Recursion
Binary Search Trees
More Sorting Algorithms
Heaps
Hashtables

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10. Algorithms Data Structures in Java #1 (+INTERVIEW QUESTIONS) 经过 Holczer Balazs Udemy课程

“Basic Algorithms and Data Structures: AVL tree, Binary Search Trees, Arrays, B Trees, Linked Lists, Stacks and HashMaps”

截至目前,超过 21761+ 人们已经注册了这门课程,而且已经结束了 2561+ 评论.

课程内容
Introduction
Data Structures Overview
Installation and Environment Setup
Arrays
Interview Questions (Arrays)
Linked Lists
Doubly Linked Lists
Interview Questions (Linked List)
Stacks
Queues
Interview Questions (Stacks and Queues)
Binary Search Trees
Interview Questions (Trees)
Balanced Trees: AVL Trees
Balanced Trees: Red-Black Trees
Splay Trees
Binary Heaps
Heaps Interview Questions
B-Trees
Hashtables
Hashing Interview Questions
Basic Sorting Algorithms
Substring Search
BONUS: Least Recently Used (LRU) Cache
BONUS: Fenwick Trees (Binary Indexed Trees)
Next Steps
### APPENDIX – COMPLEXITY THEORY CRASH COURSE ###
Algorhyme FREE Algorithms Visualizer App
Course Materials (DOWNLOADS)

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下面是一些关于学习的常见问题数据结构

学习数据结构需要多长时间?

“学习数据结构需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求,每个人都在不同的场景下工作,所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题:你想学习 数据结构 是为了什么?你的出发点在哪里?您是初学者还是有使用 数据结构 的经验?你能练习多少?每天1小时?每周40小时? 查看本课程关于 数据结构.

数据结构 学起来容易还是难?

不,学习 数据结构 对大多数人来说并不难。检查这个 关于如何学习的课程 数据结构 立刻!

如何快速学习数据结构?

学习 数据结构 最快的方法是先得到这个 数据结构 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 数据结构?

如果您想探索和学习 数据结构,那么 Udemy 为您提供了学习 数据结构 的最佳平台。查看此 关于如何学习的课程 数据结构 立刻!