4.6
Intermediate
19h
Data Structures and Algorithms in Python
Discover data structures and algorithms using Python. Gain insights into solving real-world problems and typical interview questions with detailed reviews, explanations, and hands-on coding exercises.
Content
1.
Introduction
1 Lessons
Get familiar with data structures, algorithms, and fundamental Python problem-solving techniques.
2.
Stack
6 Lessons
Get started with stacks in Python for LIFO operations, reversing strings, and decimal to binary conversion.
3.
Singly Linked Lists
18 Lessons
Examine singly linked lists, including creation, insertion, deletion, swaps, and more.
4.
Circular Linked Lists
7 Lessons
Find out about circular linked lists, their operations, and applications in Python.
5.
Doubly Linked Lists
9 Lessons
Solve problems in doubly linked lists involving appending, prepending, deleting, reversing, and finding sums.
6.
Arrays
7 Lessons
Focus on array manipulation, algorithms for optimal task assignment, intersection, and stock trading.
7.
Binary Trees
8 Lessons
Piece together the parts of binary tree structures, traversal methods, height, and size calculations.
8.
Binary Search Trees
4 Lessons
Learn how to use binary search trees for organizing, inserting, and validating nodes.
9.
Binary Search
11 Lessons
Walk through binary search applications, enhancing efficiency for sorted lists in Python.
10.
Recursion
6 Lessons
Work your way through recursive algorithms for string manipulation and integer multiplication.
11.
String Processing
11 Lessons
Grasp the fundamentals of Python string processing through sequences, conversions, and permutation checks.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Course Author:
Developed by MAANG Engineers
Trusted by 2.8 million developers working at companies
"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"
Anthony Walker
@_webarchitect_
"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"
Evan Dunbar
ML Engineer
"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."
Software Developer
Carlos Matias La Borde
"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"
Souvik Kundu
Front-end Developer
"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."
Vinay Krishnaiah
Software Developer
Hands-on Learning Powered by AI
See how Educative uses AI to make your learning more immersive than ever before.
AI Prompt
Code Feedback
Explain with AI
AI Code Mentor
Free Resources
