Mastering Algorithms for Problem Solving in Python
This course is about getting hands-on experience solving algorithms in Python.
Intermediate
Certificate of Completion
This course includes
Course Overview
As a developer, mastering the concepts of algorithms and being proficient in implementing them is essential to improving problem-solving skills. This course aims to equip you with an in-depth understanding of algorithms and how they can be utilized for problem-solving in Python. Starting with the basics, you'll gain a foundational understanding of what algorithms are, with topics ranging from simple multiplication algorithms to analyzing algorithms. Then, you’ll delve into more advanced topics like recursi... Show More
What You'll Learn
A comprehensive understanding of algorithms and their applications in problem solving
Proficiency in implementing recursion and backtracking in Python for complex tasks
An understanding of the concept of memoization and dynamic programming
Ability to apply memoization and dynamic programming for efficient computation in Python
Hands-on experience solving algorithmic challenges in Python
Course Content
Getting Started
Introduction to Algorithm
Backtracking
Dynamic Programming
Greedy Algorithms
Prove Your Skills: A Five-Chapter Assessment
Basic Graph Algorithms
Depth-First Search
Minimum Spanning Trees
Shortest Paths
All-Pairs Shortest Paths
Pushing Your Limits: A Comprehensive Assessment
Wrapping up
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