Algorithmic Problems in Python

Algorithmic Problems in Python. Learn recursion, backtracking (n-queens problem etc.) and dynamic programming (knapsack problem etc.)

This course is about the fundamental concepts of algorithmic problems, focusing on recursion, backtracking and dynamic programming. As far as I am concerned these techniques are very important nowadays, algorithms can be used (and have several applications) in several fields from software engineering to investment banking or R&D.

The first chapter is about recursion. Why is it crucial to know about recursion as a computer scientist? Why stack memory is crucial in recursion? We will consider several recursion related problems such as factorial problem or Fibonacci numbers. The second chapter is about backtracking: we will talk about problems such as n-queens problem or hamiltonian cycles and coloring problem. In the last chapter we will talk about dynamic programming, theory first then the concrete examples one by one: Fibonacci sequence problem and knapsack problem.

Algorithmic Problems in Python Description


  • Basic Python

Ultimate AWS Certified Solutions Architect Associate 2020

What you’ll learn

  • Understand backtracking
  • Understand dynamic programming
  • Solve problems from scratch
  • Implement feedforward neural networks from scratch

Section 1:

  • what is recursion
  • stack memory and recursion
  • factorial numbers problem
  • Fibonacci numbers
  • towers of Hanoi problem
  • recursion vs iteration

Section 2:

  • what is backtracking
  • n-queens problem
  • Hamiltonian cycle problem
  • knight’s tour problem
  • coloring problem
  • NP-complete problems

Section 3:

  • what is dynamic programming
  • Fibonacci numbers
  • knapsack problem
  • coin change problem
  • rod cutting problem

Who this course is for:

  • This course is meant for newbies who are not familiar with algorithmic problems in the main or students looking for some refresher

Algorithmic Problems in Python Free Download

Google Drive(Public)

Content From:

Leave a Comment