Deep learning and Machine learning هذه الدورة تدرس باللغة الإنجليزية

تفاصيل الدورة

The course start by introduction to neural networks and then build different models of deep learning.

Training Topics:

1. Introduction to Deep learning
2. Neural Networks:
   • introduction to neural networks
   • implementing gradient descent
   • training neural networks
   • keras - Tensonflow
3. Convolutional neural networks
   • implementing CNN
   • weight intialization
   • auto encoder
   • transfer learning
4. Recurrent neural networks
   • implementing RNN
   • LSTM
   • Hyper parameters
5. Generative Adversarial Networks
   • implementing GANs
   • Deep  Convolutional 
6. Deep learning topics will be:
7. introduction to neural networks
8. convolutional networks
9. weight initialization
10. auto encoder
11. transfer learning in tensor flow
12. recurrent neural networks
13. sentiment prediction RNN
14. generative adversarial networks
15. introduction to Reinforcement learning

تحديث بتاريخ 20 July, 2020