How Duolingo Plans to Reach 100M Users

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Codecademy

Learn Data Structures and Algorithms with Python

via Codecademy

Go to class Write review
Scrimba Ad

Free courses from frontend to fullstack and AI

Learn More → Simplilearn Ad

Lead AI Strategy with UCSB's Agentic AI Program — Microsoft Certified

Learn More →

Overview

Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
At the backbone of every program or piece of software are two entities: data and algorithms. Algorithms transform data into something a program can effectively use. Therefore, it is important to understand how to structure data so algorithms can maintain, utilize, and iterate through data quickly.

Syllabus

  • Introduction to Data Structures and Algorithms: Take your first steps into data structures and algorithms in Python!
    • Article: Why Data Structures and Algorithms
  • Nodes: Learn about nodes, the building-block data structure.
    • Article: Understanding Nodes in Data Structures
    • Lesson: Nodes: Python
    • Quiz: Nodes
  • Linked Lists: Learn about linked lists and how to build them in Python.
    • Article: Linked Lists: Conceptual
    • Lesson: Linked Lists: Python
    • Quiz: Linked Lists Quiz
    • Article: Swapping Elements in a Linked List
    • Article: Two-Pointer Linked List Techniques
  • Doubly Linked Lists: Learn about doubly linked lists and how to implement them in Python.
    • Article: Doubly Linked Lists
    • Lesson: Doubly Linked Lists: Python
    • Quiz: Doubly Linked List Quiz
  • Queues: Learn about queues and how to implement them in Python.
    • Article: Queues: Conceptual
    • Lesson: Queues: Python
    • Quiz: Queues Quiz
  • Stacks: Learn about stacks in Python.
    • Article: Stacks: Conceptual
    • Lesson: Stacks: Python
    • Quiz: Stacks Quiz
    • Project: Towers of Hanoi
  • Hash Maps: Learn about hash maps and how to implement them in Python.
    • Lesson: Hash Maps: Conceptual
    • Quiz: Hash Maps: Conceptual
    • Lesson: Hash Maps: Python
    • Quiz: Hash Maps: Python
    • Project: Blossom
  • Recursion: Learn about recursion in Python.
    • Lesson: Recursion: Conceptual
    • Quiz: Recursion: Conceptual
    • Lesson: Recursion: Python
    • Quiz: Recursion: Python
    • Lesson: Recursion vs. Iteration - Coding Throwdown
    • Article: Code Challenge: Recursion
  • Asymptotic Notation: Learn about asymptotic notation and how to use it to improve your code's efficiency.
    • Article: Why Asymptotic Notation?
    • Lesson: Asymptotic Notation: Conceptual
    • Quiz: Asymptotic Notation: Conceptual
    • Article: Space Complexity
    • Lesson: Asymptotic Notation: Python
    • Quiz: Asymptotic Notation: Python
  • Pattern Searching: Learn about the naive pattern search algorithm.
    • Article: Naive Pattern Search: Conceptual
    • Lesson: Naive Pattern Search: Python
    • Quiz: Naive Pattern Search: Quiz
    • Article: Code Challenge: Naive Pattern Search
  • Sorting Algorithms: Learn about bubble sort, merge sort, and quicksort and how to implement them in Python.
    • Lesson: Bubble Sort: Conceptual
    • Lesson: Bubble Sort: Python
    • Quiz: Bubble Sort: Python
    • Lesson: Merge Sort: Conceptual
    • Lesson: Merge Sort: Python
    • Quiz: Merge Sort: Python
    • Lesson: Quicksort: Conceptual
    • Lesson: Quicksort: Python
    • Quiz: Quicksort: Python
    • Article: Sort Runtimes
    • Project: A Sorted Tale
  • Brute Force Algorithms: Learn about brute force algorithms.
    • Article: Brute Force Algorithms
    • Lesson: Linear Search: Conceptual
    • Lesson: Linear Search: Python
    • Quiz: Brute Force
  • Trees: Learn about trees and how to build them in Python.
    • Article: Trees: Conceptual
    • Lesson: Trees: Python
    • Quiz: Trees Quiz
    • Project: Choose Your Own Adventure: Wilderness Escape
  • Tree Traversal: Breadth-First Search and Depth-First Search: Learn about two different methods of tree traversal.
    • Article: Tree Traversal: Breadth-First Search vs Depth-First Search
    • Article: Breadth-First Search: Conceptual
    • Lesson: Breadth-First Search: Python
    • Quiz: Breadth-First Search
    • Article: Depth-First Search: Conceptual
    • Lesson: Depth-First Search: Python
    • Quiz: Depth-First Search
  • Divide and Conquer: Learn about divide and conquer algorithms, with a focus on binary search and binary search trees.
    • Article: Divide and Conquer Algorithms
    • Lesson: Binary Search: Conceptual
    • Lesson: Binary Search: Python
    • Lesson: Binary Search Trees: Python
    • Quiz: Binary Search Trees: Python
  • Heaps and Heapsort: Learn about heaps and heapsort, and implement them in Python.
    • Article: What is Max-Heaps?
    • Lesson: Max-Heaps: Python
    • Quiz: Max-Heaps Quiz
    • Article: Heapsort
    • Lesson: Heapsort: Python
    • Quiz: Heapsort Quiz
  • Graphs and Graph Search: Learn about and implement graphs and graph search in Python.
    • Lesson: Graphs: Conceptual
    • Quiz: Graphs: Conceptual
    • Lesson: Graphs: Python
    • Quiz: Graphs: Python
    • Lesson: Graph Search: Conceptual
    • Quiz: Graph Search: Conceptual
    • Lesson: Graph Search: Python
    • Quiz: Graph Search: Python
    • Project: Build a Routing Program to Help Vancouver Commuters
  • Greedy Algorithms: Learn about greedy algorithms and implement Dijkstra's algorithm in Python.
    • Article: Greedy Algorithms
    • Lesson: Dijkstra's Algorithm: Conceptual
    • Quiz: Dijkstra's Algorithm: Conceptual
    • Lesson: Dijkstra's Algorithm: Python
    • Quiz: Dijkstra's Algorithm: Python
    • Project: Traveling Salesperson
  • Pathfinding Algorithms: Learn about pathfinding algorithms and implement the A* algorithm in Python.
    • Article: Introduction to Pathfinding
    • Lesson: A* Algorithm: Conceptual
    • Quiz: A* Algorithm: Conceptual
    • Lesson: A* Algorithm: Python
    • Quiz: A* Algorithm: Python

Taught by

Alisha Grama

Reviews

4.4 rating at Codecademy based on 166 ratings

Start your review of Learn Data Structures and Algorithms with Python

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.