Udemy - Signal processing problems, solved in MATLAB and in Python 2019-10

Description

Signal processing problems, solved in MATLAB and in Python is a training course from Udemy site that solves problems related to signal processing and DSP using MATLAB and Python. Nature is very complex and mysterious and one of the biggest challenges in understanding it is data analysis. Nature has a great tendency to combine signal and noise sources, and this makes it more difficult to understand nature. Therefore, one of the most important goals of temporal data analysis and signal processing is noise isolation.

One of the biggest ideas of DSP or digital signal processing is to discover the secrets hidden in the time data and this course tries to show you the most common ways to discover these secrets. The main focus of this course is on the implementation of signal processing techniques in MATLAB and Python. In this course, you will encounter more than 10,000 lines of MATLAB and Python code and you will learn the topics related to signal processing well.

Items that will be taught in this course

Familiarity with the most common signal processing tools

Design, evaluate, and apply digital filters

Cleansing and isolating noise from data

Improve MATLAB and Python programming skills

Production of experimental signals

Course specifications Signal processing problems, solved in MATLAB and in Python

English language

Duration: 12 hours and 26 minutes

Number of courses: 98

Level of education: Intermediate

Instructor: Mike X Cohen

File format: mp4

Topics

98 lectures 12:26:42

Introductions 7 lectures 35:24

Time series denoising 11 lectures 01:17:22

Spectral and rhythmicity analyses 6 lectures 01:00:17

Working with complex numbers 7 lectures 35:56

Filtering 17 lectures 02:23:57

Convolution 10 lectures 01:11:20

Wavelet analysis 10 lectures 01:06:03

Resampling, interpolating, extrapolating 10 lectures 01:27:50

Outlier detection 5 lectures 27:10

Feature detection 8 lectures 01:30:23

Variability 6 lectures 50:14

Bonus section 1 lecture 00:41

Prerequisite

Basic programming experience in MATLAB or Python

High-school math

Installation

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English subtitle

Quality: 720p