Data Structures and Algorithms

All the essential resources and template code needed to understand and practice data structures and algorithms in python with few small projects to demonstrate their practical application.

Index

1. Resources

  1. Books
  2. Big-O Cheat Sheet
  3. Interview Cheat sheet
  4. Master Plan
  5. Master the Interview

2. Big-O

  1. O(1)
  2. O(m+n)
  3. O(n)
  4. O(n^2)

3. Data Structures

  1. Arrays
  2. Graphs
  3. Hash Tables (Dictionary)
  4. Linked Lists
  5. Stack
  6. Queues
  7. Trees

4. Algorithms

  1. Divide and Conquer
  2. Dynamic Programming
  3. Recursion
  4. Sorting
  5. Traversals

5. File Handling and OOPS

  1. File + Classes Demo

Additional:

6. Error Handling

7. Functional Programming

8. Decorators

9. Debugging

10. Generators

11. Regular Expressions

12. Unit Testing

13. ‍Projects

  1. Job Scheduler
  2. Email Project
  3. Hash Project
  4. Recursion Miniprojects
  5. Runtime Analyser

GitHub

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