آموزش دوره سایت کورسرا

Introduction to Deep Learning and Neural Networks with Keras

1- Introduction to Deep Learning
2- Neurons and Neural Networks
3- Artificial Neural Networks
4- Gradient Descent
5- Backpropagation
6- Vanishing Gradient

7 Activation Functions
8 Deep Learning Libraries
9 Regression Models with Keras
10 Classification Models with Keras
11 Shallow Versus Deep Neural Networks

12 Convolutional Neural Networks
13 Recurrent Neural Networks
14 Autoencoders
15 Summary


@raspberry_python

I gladly announce my first online course on #Statistics and #Mathematics for #MachineLearning and #DeepLearning.

The course will be in English, QA sessions with instructor will be in Turkish, Azerbaijani , or English. TA sessions will be in English.

This is the first course of tribology courses to help attendees to capture foundations and mathematics behind ML,DL models.

The courses are listed as follow:
1. Statistics Foundation for ML
2. Introduction to Statistical Learning for ML
3. Advanced Statistical Learning for DL

The course starts on 15 Jan 2022, at 13:00 to 15:00 (Istanbul time):

Course Fee:
Free for unemployed attendees. :)
200 USD for employed candidates :).

Course contents:
https://lnkd.in/dcXKxUjE

Course Registration:
https://lnkd.in/dMpzMfMG

Please kindly share with the ones who are interested.