Udemy – PCA and multivariate signal processing applied to neural data 2021-11 – Downloadly
Description
PCA and multivariate signal processing, applied to neural data, the time of training analysis, main component PCA and signal processing and some smaller usable data, the neural network is offered by Udemy. This period offers you analytical techniques and cutting big data in neuroscience as theoretical training. You will also learn coding in further tutorials during the practice run.
The goal of this course. Teaching methods of data analysis based on the matrix for time series data in neuroscience, with an emphasis on methods for multivariate reduction and source separation.
The training courses provided include matrix covariance analysis, principal component PCA, etc. Mix vector, especially the analysis component can be independent. Although this course includes topics from mathematics, it will be difficult. But it is also not usable for people who have a mathematical and academic background. Of the software more than the engine that processes the numerical data used.
Cases in which the course is taught:
- Learn the methods of advanced linear algebra
- Using advanced linear algebra methods in software MATLAB
- Simulation data, multivariate test analysis methods
- Analysis of multivariate time series of collection data
- Familiarity with the challenges facing neuroscience
- Learn modern analysis of neuroscientific data
Profile courses:
Publisher: : Udemy
Instructor: Mike X Cohen
Duration: 17h 34m
Number of lessons: 100 lessons in 12 sections
Language: English
This course applies PCA and multivariate signal processing to neural data
Prerequisite course
Some background knowledge of linear algebra (or interest in learning!)
Some neuroscience background (or interest in learning!)
Some MATLAB programming experience (just for completing exercises)
Interested in learning applied linear algebra
Pictures
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installation Guide
After extracting with the player you will get your custom view.
Subtitles: English
Quality: 720p
Changes:
For the 2021/2 version, the number of courses and time have not changed compared to 2020/8, but it has been updated because more than 6 months have passed since the previous update.
The 2021/3 version compared to 2021/2 has not changed in the number of courses and total time and has not been updated.
The 2021/11 version has increased by 20 lessons (2 sections) and 7.5 hours compared to 2021/2-2021/3.
– This course is free to download.
Download link
Password file(s): www.downloadly.ir
File size
4.43GB