Master the art of Dynamic Programming
This course will teach you the art of dynamic programming. You will learn the in-depth theory behind dynamic programming, recursion and backtracking techniques, and a step by step approach to come up with dynamic programming solutions to a given problem from scratch. You will also learn how to apply the step by step approach for one-dimensional and multi-dimensional dynamic programming problems with detailed examples. Finally, you will learn how to analyze the time and space complexities of recursive solutions as well as dynamic programming solutions. Master the art of dynamic programming and become a coding interview expert! ▼
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Course Feature
Cost:
Paid
Provider:
Udemy
Certificate:
Paid Certification
Language:
English
Start Date:
2019-03-29
Course Overview
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Updated in [July 17th, 2023]
Master the Art of Dynamic Programming is a course designed to help students understand the theory behind dynamic programming and learn how to implement dynamic programming algorithms. Through this course, students will gain an in-depth understanding of recursion and backtracking techniques, as well as a step-by-step approach to come up with dynamic programming solutions to a given problem from scratch. Additionally, students will learn how to apply the step-by-step approach for one-dimensional and multi-dimensional dynamic programming problems with detailed examples. Finally, students will learn how to analyze the time and space complexities of recursive solutions as well as dynamic programming solutions.
Course Syllabus
Introduction
Recursion
Backtracking
Introduction to Dynamic Programming
Optimization
Step by Step approach for solving Dynamic Programming problems
One dimensional Dynamic Programming
Two dimensional Dynamic Programming
Pros & Cons
Methodical approach to learning dynamic programming.
Helps in understanding recursion and dynamic programming.
Improves understanding and ability to solve problems using dynamic programming.
Provides complete and step-by-step solutions.
Highly recommended for beginners and those struggling with DP problems.
Inaccurate codes in the course content.
Bug in the solution for the longest increasing subsequence problem.
Confusion caused by discrepancies between slides and instructor's explanations.
Lack of voice clarity.
Insufficient use of diagrams to explain concepts.
Course Provider
Provider Udemy's Stats at AZClass
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