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I teach below topics for Neural Networks Course. The online tutoring via skype desktop sharing is only 40 USD per hour. For booking a class send message or call my whatsapp number: +98 912 490 8372



Neural Networks Complete Course

Lesson

Lesson Subject

pdf file

1

Basic Concepts

Lesson 1

2

Building Blocks

Lesson 2

3

Learning & Adaptation

Lesson 3

4

Supervised Learning

Lesson 4

5

Unsupervised Learning

Lesson 5

6

Learning Vector Quantization

Lesson 6

7

Adaptive Resonance Theory

Lesson 7

8

Kohonen Self-Organizing Feature Maps

Lesson 8

9

Associate Memory Network

Lesson 9

10

Hopfield Networks

Lesson 10

11

Boltzmann Machine

Lesson 11

12

Brain-State-in-a-Box Network

Lesson 12

13

Optimization Using Hopfield Network

Lesson 13

14

Radial Basis Function Networks (RBFNs)

Lesson 14

15

Deep Belief Networks (DBNs)

Lesson 15

16

Autoencoder

Lesson 16

17

Sparse distributed memory

Lesson 17

18

Neural gas

Lesson 18

19

Neural coding

Lesson 19

20

Liquid state machine

Lesson 20

21

Grossberg network

Lesson 21

22

Other Optimization Techniques

Lesson 22

23

Applications of Neural Networks

Lesson 23

24

Appendix 1: Stone–Weierstrass theorem

Lesson 24

25

Appendix 2: Generative model

Lesson 25

26

Appendix 3: Lossy compression

Lesson 26

27

Appendix 4: Vector quantization

Lesson 27

28

Appendix 5: Rate–distortion theory

Lesson 28

29

Appendix 6: Voronoi diagram

Lesson 29

Stimated Required time for this course is: 30 hour



Hint: The online tutoring via skype desktop sharing is only 40 USD per hour. For booking a class send message or call my whatsapp number: +98 912 490 8372







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