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I teach below topics for Deep Learning 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



Deep Learning Introductory Course

Lesson

Lesson Subject

pdf file

1

Introduction and Historical Context

lesson 1

2

Data-driven approach, kNN, Linear Classification 1

lesson 2

3

Linear Classification 2: Optimization

lesson 3

4

Backpropagation, Neural Networks - Part 1

lesson 4

5

Neural Networks - Part 2

lesson 5

6

Neural Networks - Part 3: Intro to Convolutional Neural Networks

lesson 6

7

Convolutional Neural Networks

lesson 7

8

Localization and Detection

lesson 8

9

Visualization, Deep Dream, Neural Style, Adversarial Examples

lesson 9

10

Recurrent Neural Networks, Image Captioning, LSTM

lesson 10

11

Convolutional Neural Networks in practice

lesson 11

12

Deep Learning libraries

lesson 12

13

Segmentation, soft attention, spatial transformers

lesson 13

14

Videos and Unsupervised Learning

lesson 14

15

Invited Talk by Jeff Dean

lesson 15

Stimated Required time for this course is: 20 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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