Algorithms and Numerical Methods in C++
MP4 | Video: 1280x720 | 53 kbps | 44 KHz | Duration: 6 Hours | 1.10 GB
Genre: eLearning | Language: English
A guide to create efficient algorithms from scratch
In this course we are going to talk about the basic data structures, algorithms and numerical methods. There will be an introductory video for every topic about the theoretical background then we will implement the problems together. It is advisable to have some intermediate knowledge about numerical methods, as we are not going to discuss the theoretical background in depth.
The first section will be about basic data structures such as linked lists, stack and queues and so on.
The second chapter is about graph algorithms. We will talk about shortest path algorithms, graph traversing, and spanning trees.
The last section is about numerical methods such as integration or solving differential equations. Although I am sure you will never have to implement such methods from scratch, it is good to be familiar with such low-level stuffs.
What are the requirements?
Big O notation
Advanced math for the numerical methods section
What am I going to get from this course?
Over 39 lectures and 5 hours of content!
Choose the right data structure
Understand the basics of algorithm
Be able to implement any kind of algorithm from scratch
Understand the basics of numerical methods
What is the target audience?
This course is meant for everyone who has some background in C++ and looking for advanced topics, complex problems