Course Information
Course Overview
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.
Course Content
- 31 section(s)
- 122 lecture(s)
- Section 1 Course Introduction
- Section 2 Big O Notation
- Section 3 Essential Concepts - I
- Section 4 Data Structure - Introduction
- Section 5 Data Structures - Array
- Section 6 Data Structures - Linked List
- Section 7 Data Structures - Stack and Queue
- Section 8 Data Structures - Hash Tables
- Section 9 Data Structures - Trees
- Section 10 Data Structures - Heaps
- Section 11 Data Structures - Trie
- Section 12 Data Structures - Graph
- Section 13 Essential Concepts - II
- Section 14 Algorithm: Searching
- Section 15 Algorithm: Sorting Elementary
- Section 16 Algorithm: Sorting Advanced
- Section 17 Algorithms: Tree Traversal
- Section 18 Algorithms: Graph Traversal
- Section 19 Implementations and Interview Questions
- Section 20 Question 1: Two Sum
- Section 21 Question 2: Min Stack
- Section 22 Question 3: Max Stack
- Section 23 Question 4: Design a Linked List
- Section 24 Question 5: Reverse Linked List
- Section 25 Question 6: Construct Binary Tree
- Section 26 Question 7: Invert Binary Tree
- Section 27 Question 8: Construct Binary Search Tree
- Section 28 Question 9: Detect Capital
- Section 29 Question 10: Reverse String
- Section 30 Question 11: Longest Palindromic Substring
- Section 31 Bonus - What's Next?
What You’ll Learn
- 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
Skills covered in this course
Reviews
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RRahul Kumar
the best course for learning dsa
-
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