10最好的算法教程推荐

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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 算法 技能并获得 算法 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 算法 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最好的算法教程推荐

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. JavaScript Algorithms and Data Structures Masterclass 经过 Colt Steele Udemy课程

The Missing Computer Science and Coding Interview Bootcamp

截至目前,超过 113355+ 人们已经注册了这门课程,而且已经结束了 20900+ 评论.

课程内容
“Introduction
Big O Notation
Analyzing Performance of Arrays and Objects
Problem Solving Approach
Problem Solving Patterns
100% OPTIONAL Challenges
Recursion
Recursion Problem Set
Bonus CHALLENGING Recursion Problems
Searching Algorithms
Bubble Sort
Selection Sort
Insertion Sort
Comparing Bubble, Selection, and Insertion Sort
Merge Sort
Quick Sort
Radix Sort
Data Structures Introduction
Singly Linked Lists
Doubly Linked Lists
Stacks + Queues
Binary Search Trees
Tree Traversal
Binary Heaps
Hash Tables
Graphs
Graph Traversal
Dijkstra’s Algorithm!
Dynamic Programming
The Wild West”

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3. “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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4. Data Structure and Algorithms – For Big Tech Interviews 经过 Dr. Hussein Alrubaye Udemy课程

“Write code run faster, use less memory and prepare for Software Engineer Interview with real interview questions”

截至目前,超过 66299+ 人们已经注册了这门课程,而且已经结束了 2809+ 评论.

课程内容
“Introduction and Settings
Code Complexity
Data Structure: Arrays
Data Structure: LinkedList
Data Structure: Hash Table
Data Structure: Stack
Data Structure: Queue
Data Structure: Heap
Data Struture: Trie
Recursion
Collections In Java
Searching Algorithms
Sorting Algorithms
Tree Theory (Binary Tree, Binary Search Tree, and Red-Black Tree)
Graph Theory (DFS, BFS)
Short Path in Graph Theory
Dynamic Programming
NP Complete problems”

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5. 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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6. 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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7. 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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8. Learning Algorithms in JavaScript from Scratch 经过 Eric Traub Udemy课程

Make your code & programs faster and more efficient by using algorithms. Be very well prepared for technical interviews.

截至目前,超过 21130+ 人们已经注册了这门课程,而且已经结束了 1866+ 评论.

课程内容
Introduction
Fizz Buzz
Harmless Ransom Note
Is Palindrome
Caesar Cipher
Reverse Words
Reverse Array In Place
Mean Median Mode
Two Sum
Binary Search
Fibonacci
Memoized Fibonacci
Sieve of Eratosthenes
Bubble Sort
Merge Sort
Max Stock Profit
Next Steps

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9. “Data Structures & Algorithms, Level-up for Coding Interviews” 经过 “Prateek Narang, Coding Minutes” Udemy课程

“Master problem solving for Coding Interviews, ace Data Structures & Algorithms by solving over 150 important questions!”

截至目前,超过 18473+ 人们已经注册了这门课程,而且已经结束了 2566+ 评论.

课程内容
Welcome to Course!
Arrays & Vectors
String Problems
Bit-manipulation Techniques
Sliding Window Problems
Sorting & Searching
Binary Search
Recursion Problems
Linked Lists Problems
Stacks & Queue Problems
Binary Trees Problems
BST Problems
Priority Queue Problems
Hashing Problems
Tries & Pattern Matching Problems
Graphs Problem Solving
Dynamic Programming (1D)
Dynamic Programming (2D)
DSA Project – LRU Cache

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10. Data Structures & Algorithms – Python 经过 Scott Barrett Udemy课程

The Ultimate Python Coding Interview & Computer Science Bootcamp

截至目前,超过 12496+ 人们已经注册了这门课程,而且已经结束了 2494+ 评论.

课程内容
Introduction
Big O
Classes & Pointers
Data Structures: Linked Lists
Data Structures: Doubly Linked Lists
Data Structures: Stacks & Queues
Data Structures: Trees
Data Structures: Hash Tables
Data Structures: Graphs
Algorithms: Recursion
Algorithms: Basic Sorts
Algorithms: Merge Sort
Algorithms: Quick Sort
Algorithms: Tree Traversal

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下面是一些关于学习的常见问题算法

学习算法需要多长时间?

“学习算法需要多长时间”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 算法 是为了什么?你的出发点在哪里?您是初学者还是有使用 算法 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 算法.

算法 学起来容易还是难?

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

如何快速学习算法?

学习 算法 最快的方法是先得到这个 算法 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 算法?

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