Learn Advanced Algorithms and Data Structures with Python

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

• 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