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Grokking Dynamic Programming Interview in Python

Name: Grokking Dynamic Programming Interview in Python
Price: 59 USD
Author: Educative

The ultimate dynamic programming guide by FAANG engineers. Structured prep with real-world DP questions to get interview-ready in hours!

5.0

53 lessons

25h

Created by Educative

Also available in

C++

Java

JavaScript

Python

Also available in

Python

What's included

53 lessons across 7 modules
AI Tutor on every lesson

Join 3.1 million developers at

What You'll Learn

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

Learning Roadmap

53 Lessons44 Challenges

Getting Started

Get familiar with dynamic programming, building concepts, and problem-solving skills for coding interviews.

Course Overview

Who Should Take This Course

Introduction to Dynamic Programming

0/1 Knapsack

Solve challenges with optimized dynamic programming techniques for various combinatorial problems.

Introduction to 0/1 Knapsack

Solving the 0/1 Knapsack Problem

Target Sum

Subset Sum

Count of Subset Sum

Partition Array Into Two Arrays to Minimize Sum Difference

Minimum Number of Refueling Stops

Equal Sum Subarrays

Count Square Submatrices

Unbounded Knapsack

6 Lessons

Examine dynamic programming strategies for optimizing unbounded knapsack, ribbon cut, rod cutting, and coin change problems.

Recursive Numbers

12 Lessons

Enhance your skills in recursive problem-solving with optimized dynamic programming techniques.

Longest Common Substring

16 Lessons

Solve problems in dynamic programming for various string and sequence optimization tasks.

Palindromic Subsequence

6 Lessons

See how it works to find, optimize, and partition palindromic subsequences and substrings.

Conclusion

Gain insights into coding interviews, explore advanced topics, practice, and engage with the community.

Where to Go from Here?

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Developed by MAANG Engineers

Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

Trusted by 3.1 million developers working at companies

These are high-quality courses. Trust me the price is worth it for the content quality. Educative came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks

Anthony Walker

@_webarchitect_

Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!

Evan Dunbar

ML Engineer

You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it.

Software Developer

Carlos Matias La Borde

I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site

Souvik Kundu

Front-end Developer

Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content.

Vinay Krishnaiah

Software Developer

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