Grokking Dynamic Programming: A Deep Dive Using Python
Intermediate
53 Lessons
25h
Certificate of Completion
Takeaway Skills
A deep understanding of the essential patterns behind common dynamic programming interview questions—without having to drill endless problem sets
The ability to identify and apply the underlying pattern in an interview question by assessing the problem statement
Familiarity with dynamic programming techniques with hands-on practice in a setup-free coding environment
The ability to efficiently evaluate the tradeoffs between time and space complexity in different solutions
A flexible conceptual framework for solving any dynamic programming question, by connecting problem characteristics and possible solution techniques
Course Overview
Some of the toughest questions in technical interviews require dynamic programming solutions. Dynamic programming (DP) is an advanced optimization technique applied to recursive solutions. However, DP is not a one-size-fits-all technique, and it requires practice to...Show More
Course Contents
Getting Started
3 Lessons
0/1 Knapsack
9 Lessons
Unbounded Knapsack
6 Lessons
Recursive Numbers
12 Lessons
Longest Common Substring
16 Lessons
Palindromic Subsequence
6 Lessons
Conclusion
1 Lesson
How You'll Learn
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