Udemy – Understand the Fourier transform and its applications 2018-6

Description

Understand the Fourier transform and its applications is a course from Yodemi site in the field of Fourier transform training in MATLAB and Python, which also teaches its applications in digital signal processing and image processing. The Fourier transform is one of the most important operations in modern technology and has many applications in human civilization. But how does this conversion work and what are its uses? In this course, you will learn the theoretical and computational concepts of the Fourier transform and learn how to use it in MATLAB and Python.

This course shows you what Fourier transform does for modern applications in signal processing, data analysis, and image filtering. In this course, you will not only learn the basics of this integral conversion, but also topics such as non-static effects, spectral separation, normalization, and filtering using Python and MATLAB code. The focus of this course is on implementing Fourier transform on a computer and its use in digital signal processing and image processing programs, and introduces you to the engineering and computational aspects of this conversion.

Items that will be taught in this course

Familiarity with the concepts of Fourier transform

Understand and interpret the results of the Fourier transform

Apply Fourier transform in MATLAB and Python

Use Fourier transform in signal processing applications

Improve Python and MATLAB programming skills

Familiarity with Fourier transform limitations

Course specifications Understand the Fourier transform and its applications

English language

Duration: 6 hours and 6 minutes

Number of lessons: 54

Level of education: Intermediate

Instructor: Mike X Cohen

File format: mp4

Topics

54 lectures 06:06:05

Introduction to the Fourier transform 5 lectures 25:25

Foundations of the Fourier transform 7 lectures 01:03:18

The discrete Fourier transform 11 lectures 01:10:40

The discrete inverse Fourier transform 3 lectures 18:10

The fast Fourier transform 5 lectures 23:35

Frequency resolution and zero padding 5 lectures 44:37

Aliasing, stationarity, and violations 7 lectures 01:06:17

2D Fourier transform 2 lectures 11:15

Applications of the Fourier transform 8 lectures 42:14

Discount coupons for related courses 1 lecture 00:39

Prerequisite

A curious mind!

Some MATLAB or Python experience is useful but not required

High-school math (calculus is not necessary)

Previous knowledge of the Fourier transform is NOT necessary!

* Manually correct English captions *

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p