literacy essentials-core concepts recurrent neural networks bookware-kniso

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01. Course Overview

01. Course Overview.mp4

01:22

02. Understanding the Math behind Backpropagation

02. Introduction to the Course.mp4

02:49

03. Dissecting a Neuron.mp4

06:21

04. Backpropagation in Neural Network.mp4

04:38

05. Demo-Overview of Backpropagation Algorithm.mp4

06:19

06. Summary.mp4

00:33

03. Understanding Recurrent Neural Network

07. Introduction to RNN.mp4

02:31

08. BPTT Backpropagation through Time.mp4

03:10

09. Types of Activation Functions.mp4

02:55

10. Demo-Overview of Recurrent Neural Network.mp4

04:19

11. Summary.mp4

00:24

04. Understanding the Difference between LSTM and GRU

12. Issues with RNN.mp4

03:29

13. LSTM vs. GRU.mp4

05:43

14. Demo-Implementing LSTM and GRU.mp4

05:57

15. Summary.mp4

00:31

05. Implementing RNN Based Applications

16. Real Time Use Cases Using RNN.mp4

02:50

17. Demo-Using RNN for Sentiment Analysis.mp4

09:50

18. Demo-Using RNN for Text Generation.mp4

05:01

19. Summary.mp4

00:46

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Neural Networks

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.