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Codecademy

Learn Advanced Algorithms and Data Structures with Python

via Codecademy

Overview

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Learn advanced algorithms and data structures to improve your developer skills!

Are you looking to develop your algorithm skills? This course is a continuation of Learn Algorithms and Data Structures. With Advanced Algorithms and Data Structures, where you can practice skills prevalent in advanced college courses and intensive interview questions. Flex those problem-solving skills and become more job-ready in this advanced course.



### Take-Away Skills

By taking this course, you will expand your core algorithms and data structures skillset. Here is what you'll be learning:
* How to use deques to leverage the power of a stack and queue simultaneously
* How to write efficient string matching algorithms
* How to create advanced tree structures for data storage
* How to create efficient software using data structures and algorithms

Syllabus

  • Welcome to Learn Advanced Algorithms and Data Structures with Python: Learn about what is new in the Advanced Algorithms and Data Structures with Python course!
    • Informational: Welcome to Learn Advanced Algorithms and Data Structures with Python
  • Double-Ended Queues: Learn how to leverage the power of double-ended queues!
    • Article: Introduction to Deque
    • Lesson: Implementing Deque in Python
    • Quiz: Deque
    • Project: Deque Palindrome Project
  • String Searching Algorithms: Learn about two powerful string searching methodologies: the Rabin-Karp algorithm and the Knuth-Morris-Pratt algorithm!
    • Article: Introduction to the Rabin-Karp Algorithm
    • Lesson: Implementing the Rabin-Karp Algorithm in Python
    • Quiz: Rabin-Karp Algorithm
    • Project: Rabin-Karp Algorithm Project
    • Article: Introduction to the Knuth-Morris-Pratt Algorithm
    • Lesson: Implementing the Knuth-Morris-Pratt Algorithm in Python
    • Quiz: Knuth-Morris-Pratt Algorithm
  • Trees: Learn about tries and binary indexed trees for efficient search implementations!
    • Article: Introduction to Tries
    • Lesson: Implementing Tries in Python
    • Quiz: Tries
    • Article: Introduction to Binary Indexed Trees
    • Lesson: Implementing Binary Indexed Trees in Python
    • Quiz: Binary Indexed Trees
  • Balanced Binary Search Trees: Learn about B-Trees and splay trees!
    • Article: Introduction to B-Trees
    • Lesson: Implementing B-Trees in Python
    • Quiz: B-Trees
    • Article: Introduction to Splay Trees
    • Lesson: Implementing Splay Trees in Python
    • Quiz: Splay Trees
  • Hamiltonian Algorithms: Learn about Hamiltonian paths and cycles and how to find both in Python!
    • Article: Introduction to the Hamiltonian Algorithm
    • Lesson: Implementing Hamiltonian Algorithms in Python
    • Quiz: Hamiltonian Algorithm
  • Next Steps: You’ve completed the Learn Advanced Algorithms and Data Structures course! What’s next?
    • Informational: Learn Advanced Algorithms and Data Structures: Next Steps

Taught by

Zoe Bachman

Reviews

4.6 rating at Codecademy based on 14 ratings

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