Data Structures and Algorithms by Udacity
Get hands-on practice with over 100 data structures and algorithm exercises and guidance from a dedicated mentor to help prepare you for interviews and on-the-job scenarios.
Skills you will learn!
Curriculum
7 Topics
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Introduction
Python Refresher
How to Solve Problems
Efficiency
Unscramble Computer Science Problems
7 Topics
Introduction to Data Structures
Arrays and Linked Lists
Stacks and Queues
Recursion
Trees
Maps and Hashing
Show Me the Data Structures
4 Topics
Basic Algorithms
Sorting Algorithms
Faster Divide & Conquer Algorithms
Problems vs. Algorithms
5 Topics
Greedy Algorithms
Graph Algorithms
Dynamic Programming
A*
Route Planner
9 Topics
Why Python Programming
Data Types and Operators
Data Structures in Python
Control Flow
Functions
Scripting
NumPy
Pandas
Advanced Topics
Data Structures and Algorithms
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