Dynamic Programming Masterclass: Solve Complex Problems Efficiently with DP

₱3827.99

By Sweet Codey, Rohit Jain & Suresh Gandhi

Time 7hrs 59mins

Published in Dec 2025

Product Type Video

Edition 1st Edition

ISBN 9781807420192

What do you get with a video?

Download this video in MP4 format

DRM FREE - Read whenever, wherever and however you want

Key Benefits

Step-by-step walkthroughs of classic DP problems

Focus on optimizing problem-solving with DP techniques like memoization and recursion

Practical challenges to apply DP skills and reinforce learning

What You Will Learn

Understand the core principles of dynamic programming and its real-world applications

Solve problems like the Staircase and Rod Cutting problems using DP techniques

Master advanced DP patterns such as Longest Increasing Subsequence (LIS) and Longest Common Subsequence (LCS)

Apply DP to matrix-based problems like Unique Paths and Min Falling Path Sum

Implement dynamic programming in tree-based problems, such as the House Robber in Binary Tree

Optimize solutions to complex problems with DP, improving time complexity and efficiency

Book Description

This course provides a comprehensive introduction to Dynamic Programming (DP), starting with fundamental concepts like recursion and memoization. You’ll learn how DP can transform brute-force solutions into efficient algorithms, solving problems such as the Staircase Problem and Share Market Problem. By building a solid foundation, you’ll tackle progressively challenging problems, including the Longest Increasing Subsequence (LIS) and Longest Common Subsequence (LCS), all while mastering key DP techniques. Throughout the course, you'll apply DP to a wide range of problems, from maximizing profit in stock trading to calculating unique paths on a grid. You'll explore specialized DP patterns, such as the LIS and LCS patterns, for handling sequence and string-related problems, and learn how to solve matrix and tree-based challenges like path sums and binary tree robberies. By the end of the course, you’ll be equipped with the tools to solve real-world problems with DP, optimizing time complexity and mastering problem-solving techniques that can be applied across multiple domains. Whether you’re aiming to improve algorithmic skills or preparing for coding interviews, this course offers both theory and practical examples to deepen your understanding of dynamic programming.

About the authors

Sweet Codey, Rohit Jain

Sweet Codey is a team of passionate educators, who believe that deep understanding and the ability to explain concepts clearly are essential to becoming great teachers. They thrive on helping students experience that "Aha" moment, simplifying complex problems through observation and common sense. Their philosophy is: "Code more to be a better teacher and teach more to be a better coder." Rohit Jain is an experienced SDE-2 at Amazon in Boston, with over 5 years of expertise in designing and building large-scale systems, including critical projects in recruiting systems. Recognized as a 'Top System Design Voice' on LinkedIn, Rohit specializes in algorithms, data structures, system design, and low-level design. He has conducted hundreds of interviews at Amazon, offering invaluable insights into cracking technical interviews at top-tier companies. A recipient of prestigious awards such as the Smart India Hackathon and the Global Recognition Award, Rohit simplifies complex concepts and empowers engineers and aspiring architects to excel in scalable system design.

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Suresh Gandhi

Suresh Gandhi is an experienced professional with 4 years of expertise at leading tech companies like Microsoft and Amazon, specializing in coding, system design, and cloud architecture. He has successfully led large-scale, distributed projects that significantly enhanced system performance and scalability. A lifelong learner, Suresh excels at simplifying complex concepts and is passionate about teaching. Helping others grow and witnessing their ‘aha' moments is what motivates him. Outside of tech, Suresh is a professional guitarist, specializing in blues, rock, fingerstyle, and Indian classical music, and a certified Heartfulness meditation trainer, blending creativity and mindfulness into everything he does.

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Dynamic Programming Masterclass