Dynamic Programming Masterclass (2025)
Embark on a Journey to Decode Dynamic Programming: Mastering Patterns for Problem-Solving
Dynamic Programming Masterclass (2025) free download
Embark on a Journey to Decode Dynamic Programming: Mastering Patterns for Problem-Solving
Welcome to "AI won't teach Dynamic Programming this way (Java)", a comprehensive course designed for programmers and computer science enthusiasts eager to deepen their understanding of this crucial algorithmic technique. Dynamic Programming (DP) is a method for solving complex problems by breaking them down into simpler subproblems. This course is tailored to equip you with a robust understanding of DP concepts, enabling you to apply them in various programming challenges and real-world scenarios.
Broad Categories of DP problems that we teach in this course:
Longest Increasing Subsequence & Variations: Dive into the intricacies of finding the longest increasing subsequence in a sequence of numbers, along with its various forms and applications.
Longest Common Subsequence (LCS) & Variations: Explore the LCS problem, crucial in file comparison, DNA sequencing, and more, and learn about its different versions.
Buy and Sell Stock Problems & Variations: Analyze different scenarios in stock trading to maximize profit using DP, covering various constraints and conditions.
Matrix Pattern Problems & Variations: Master DP approaches for matrix-related problems, crucial in image processing, game development, and other areas.
DP in Trees & Variations: Explore how DP can be extended to more than arrays and 2D arrays. The problems in this category varies a lot in difficulty levels and is crucial when it comes to intermediate level problem solving skills.
Course Structure
Video Lectures: Engaging and detailed video lectures for each topic, offering both theoretical understanding and practical examples.
Quizzes: After each lecture, test your understanding with comprehensive quizzes which are actual coding interview follow-ups.
Resources: Java code for each problem discussed in lectures.
Who This Course Is For
Anyone studying Data Structures and Algorithms
Anyone who is interested in improving their problem solving skills
Anyone looking to begin or enhance their journey in Dynamic Programming
Anyone aiming to get ready for coding interviews of any kind
What You Will Learn
Gain the ability to visualize and comprehend the majority of Dynamic Programming challenges
Solve actual interview problems and follow-ups
Understand basics of Recursion and how to use it for advanced problem solving
Understand detailed solutions with code in Java to over 15 popular Dynamic Programming questions
Intermediate level problem solving skills
Enhance your problem-solving abilities and grow as a more proficient developer
Prerequisites
Basic knowledge of programming (preferably in Python, Java, Javascript or C++).
Basic knowledge of Data Structures like 2D Arrays and Trees would be beneficial.
What's Included
Access to all video lectures and quizzes.
Downloadable resources and lectures.
Certificate of completion.
It is essential to note that all the problems we discuss in this course are among the most asked MAANG (Meta/Facebook, Amazon, Apple, Netflix, Google) interview questions.
Enroll now and embark on your journey to mastering Dynamic Programming, an essential skill for every programmer!
