Table of Contents

Latest courses

Programming courses

All categories

Business
346 courses
Other
289 courses
Programming
276 courses
Web Development
109 courses
Film & Video
20 courses
Language
20 courses
Designing
15 courses
Photography
11 courses

Tags

Popular Tags

Backtracking, dynamic programming, Sudoku, knapsack problem, binpacking, closest pair of points, recursion, monte carlo

Requirements

- Basic Java

Description

This course is about the fundamental concepts of algorithmic problems, focusing on **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.

**Section 1:**

what are recursion and recursive methods

linear and binary search

tower of Hanoi problem

**Section 2:**

what are selection algorithms

quickselect algorithm

the secretary problem

**Section 3:**

what is backtracking

n-queens problem and Hamiltonian cycle problem

knight's tour problem

Sudoku game

**Section 4:**

what is dynamic programming

knapsack problem

coin change problem and rod cutting problem

**Section 5:**

bin packing problem

closest pair of points problem

**Section 6:**

top interview questions (Google, Facebook and Amazon)

The first chapter is about **backtracking**: we will talk about problems such as n-queens problem or hamiltonian cycles, coloring problem and Sudoku problem. In the second chapter we will talk about **dynamic programming**, theory then the concrete examples one by one: fibonacci sequence problem and knapsack problem.

In each section we will talk about the theoretical background for all of these algorithms then we are going to implement these problems together from scratch in Java.

FINALLY **YOU CAN LEARN ABOUT THE MOST COMMON INTERVIEW QUESTIONS** (Google, MicroSoft, EPAM etc.)

Thanks for joining the course, **let's get started!**

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

CrunchLearn is a platform to Watch Courses and tutorials for Free. Learn Machine Learning, Cloud computing, Big Data, DevOps, Hacking, Photoshop, Coding, Programming, IT & Software, Marketing, Music and more.

Copyright 2021 © All rights reserved.