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freeCodeCamp

Data Structures and Algorithms in Python - Full Course for Beginners

via freeCodeCamp

Overview

A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python. This course will help you prepare for coding interviews and assessments.

Syllabus

Introduction.
Binary Search Linked Lists and Complexity.
Introduction.
Problem.
The Method.
Solution.
Complexity and Big O notation.
Binary Search vs Linear Search.
Generic Binary Search.
Summary and Conclusion.
Assignment Walkthrough.
Introduction.
Problem- Rotated Lists.
The Method.
Solution.
Summary and Conclusion.
Binary Search Trees Python Tutorial.
Introduction.
Problem.
The Method.
Binary tree.
Traversing Binary Tree.
Binary Search Tree.
Self-Balancing Binary Trees and AVL Trees.
Summary and Conclusion.
Hash Tables and Python Dictionaries.
Introduction.
Problem.
Data List.
Hash Function.
Basic Hash Table Implementation.
Handling Collisions with Linear Probing.
Summary and Conclusion.
Sorting Algorithms and Divide & Conquer.
Introduction.
Problem.
The Method.
Custom Comparison Functions.
Summary and Conclusion.
Recursion Memoization & Dynamic Programming.
Introduction.
Problem.
The Method.
Solution.
Knapsack Problems.
The Method.
Solution.
Summary and Conclusion.
Graph Algorithms BFS, DFS & Shortest Paths.
Introduction.
Graph Data Structure.
Graph Algorithms - Breadth-First Search.
Depth-First Search.
Shortest Paths.
Summary and Conclusion.
Python Interview Questions Tips & Advice.
Introduction.
The Method.
Solution.
Summary and Conclusion.

Taught by

freeCodeCamp.org

Reviews

4.7 rating, based on 3 Class Central reviews

Start your review of Data Structures and Algorithms in Python - Full Course for Beginners

  • It is very important for us to career. So we should be able to considered how the possibility that completed by awareness and exclusive use of the practices with commercials mindfulness to exchange our profile. Thanks!
  • It was just more than amazing Data structures and algorithms course I have ever attended. I hope their other courses will be as good as this one. Thanks to freecodecamp and jovian for this free course.
  • Profile image for Ankita Gautam
    Ankita Gautam
    This is quite a good course. It is very useful in learning Data Structures and algorithms in Python. I got very basic knowledge about python and data structures and algorithms. I is such a life saver course

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