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課程資料
課程簡介
Comprehensive Data Structures and Algorithms Guide: Learn, Visualize and Implement DSA Concepts from Basics to Advanced
Welcome to Data Structures and Algorithms - Coding Interview Bootcamp, One single course to start your DSA journey as a beginner step-by-step. This course touches on each and every important topic through concept, visualization, and implementation. The entire course is designed for beginners with one goal in mind, to understand each and every concept from scratch with proper knowledge of their complexities and implementations in Python.
Throughout the course, we will explore the most important Data Structures and Algorithms topics step-by-step:
1. Essential Concepts
Big O Notation
Memory
Logarithms
Recursion
2. Data structures:
Arrays
Linked Lists (Singly Linked List, Doubly Linked List, Circular Linked List)
Stacks
Queues
Hash Tables
Trees (Binary Tree, Binary Search Tree, AVL Trees, Red-Black Trees)
Heaps (Binary Heaps)
Tries
Graphs
3. Algorithms:
Elementary Sorting Algorithms
(Bubble Sort, Insertion Sort, Selection Sort)
Advance Searching Algorithms
(Quick Sort, Merge Sort)
Tree Traversal
Breadth-First Search: Level Order Traversal,
Depth First Search: PreOrder, InOrder, PostOrder
Graph Traversal
(Breadth-First Search, Depth-First Search)
4. Interview Questions
Two Sum
MinMax Stack
Design Linked List
Reverse Linked List
Construct Binary Tree
Invert Binary Tree
Construct Binary Search Tree
Detect Capital
Reverse String
Longest Palindromic Substring
Why this course
Complete course is focused on concept learning approach, you learn every concept through a logical and visual learning approach.
Learn all important concepts in the simplest possible way with tons of examples and quizzes.
You just need basic Python knowledge, we will cover everything step-by-step from scratch.
After completing this course you will be ready to work as an Intern, Fresher, or Freelancer and you will also be able to implement everything yourself. Most importantly you will be ready to divide deep with future practice and hard-level questions of Data Structures.
Enroll now, I will make sure you learn best about Data Structures and Algorithms.
課程章節
- 31 個章節
- 122 堂課
- 第 1 章 Course Introduction
- 第 2 章 Big O Notation
- 第 3 章 Essential Concepts - I
- 第 4 章 Data Structure - Introduction
- 第 5 章 Data Structures - Array
- 第 6 章 Data Structures - Linked List
- 第 7 章 Data Structures - Stack and Queue
- 第 8 章 Data Structures - Hash Tables
- 第 9 章 Data Structures - Trees
- 第 10 章 Data Structures - Heaps
- 第 11 章 Data Structures - Trie
- 第 12 章 Data Structures - Graph
- 第 13 章 Essential Concepts - II
- 第 14 章 Algorithm: Searching
- 第 15 章 Algorithm: Sorting Elementary
- 第 16 章 Algorithm: Sorting Advanced
- 第 17 章 Algorithms: Tree Traversal
- 第 18 章 Algorithms: Graph Traversal
- 第 19 章 Implementations and Interview Questions
- 第 20 章 Question 1: Two Sum
- 第 21 章 Question 2: Min Stack
- 第 22 章 Question 3: Max Stack
- 第 23 章 Question 4: Design a Linked List
- 第 24 章 Question 5: Reverse Linked List
- 第 25 章 Question 6: Construct Binary Tree
- 第 26 章 Question 7: Invert Binary Tree
- 第 27 章 Question 8: Construct Binary Search Tree
- 第 28 章 Question 9: Detect Capital
- 第 29 章 Question 10: Reverse String
- 第 30 章 Question 11: Longest Palindromic Substring
- 第 31 章 Bonus - What's Next?
課程內容
- Understand the fundamentals of the Data Structures and Algorithms, Understand each and every concept from scratch with proper knowledge of their complexities and implementations in Python, Understand concept behind Arrays, Linked Lists, Stacks & Queues, Hash tables, Trees and Graphs, Understand popular algorithms, and how to use them (Searching, Sorting and Traversal), Improve your problem solving skills and become a confident developer for your next coding interview, Code an implementation of each data structure, so you understand how they work behind the scene
此課程所涵蓋的技能
評價
-
RRahul Kumar
the best course for learning dsa
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AArpita Ojha
yes its very good exellent
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SSree Hasini
it is a good experience i can understand the concept very clearly and its actually helpful
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BBarani Babu
good