Udemy - Dynamic programming by Inside Code

Category: Tutorial

Posted on 2021-10-24, by voska89.

Description

What you'll learn:
Importance of dynamic programming
How to use the top-down approach of dynamic programming (memoization)
How to use the bottom-up approach of dynamic programming (tabulation)
How to solve almost any dynamic programming problem
Requirements
Programming basics
Algorithms and data structures basics
Description
Dynamic programming is one of the most important and powerful algorithmic techniques that can be used to solve a lot of computational problems, it's a fundamental technique to learn to strengthen your algorithms and problem solving skills
But, a lot of students find hard times understanding dynamic programming and being able to apply it to solve problems, if you are in this situation, this course is made for you!
Why you should take this course:
Covers all what you need to know to start using dynamic programming to solve problems (introduction, recursion, how to recognize a dynamic programming problem, memoization, tabulation...)
Shows you a technique to solve almost any dynamic programming problem
Has an active instructor that is ready to answer to your questions and doubts in case you don't understand something
Explains the time and space complexity analysis of each solved problem
Includes 20 different interesting dynamic programming problems to practice on with the ability to test your Python solution on different test cases before watching the solution
Practice problems are:
Paths in matrix (video coming soon)
House robber
Longest common subsequence
Gold mine (video coming soon)
Edit distance
Ways to climb
Shortest common supersequence (video coming soon)
Coin change
0-1 Knapsack
Subsets that sum up to k (video coming soon)
Longest increasing subsequence (video coming soon)
Ways to decode (video coming soon)
Rod cutting (video coming soon)
Interleaving string (video coming soon)
Square matrix of ones (video coming soon)
Partition problem (video coming soon)
Sorted vowel strings (video coming soon)
Minimum cost for tickets (video coming soon)
Word break (video coming soon)
Matrix chain multiplication (video coming soon)
Who this course is for
Computer science students
Software engineering students
Programmers
Competitive programmers
Homepage

https://www.udemy.com/course/dynamic-programming-x/

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