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INTERACTIVE COURSE

Grokking Dynamic Programming: A Deep Dive Using Python

Intermediate

53 Lessons

25h

Certificate of Completion

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133 Playgrounds
15 Challenges
871 Illustrations

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 Content

1

Getting Started

3 Lessons

2

0/1 Knapsack

9 Lessons

Show all 9 lessons
3

Unbounded Knapsack

6 Lessons

4

Recursive Numbers

12 Lessons

5

Longest Common Substring

16 Lessons

6

Palindromic Subsequence

6 Lessons

7

Conclusion

1 Lesson

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.

2x Faster Than Videos

Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.

No Set-up Required

Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.

Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

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