Deep Learning

Deep Learning  

👉Deep Learning Syllabus

• 👉Deep Learning: Fundamentals
• 👉CNN
• 👉RNN
• 👉Autoencoders
• 👉Transfer Learning

Text Books:

1.  Seth Weidman, “Deep Learning from Scratch”, O'Reilly Media, Inc., 2019

2.  Ian Goodfellow, Yoshua Bengio and Aaron Courville, “Deep Learning” , MIT Press, 2015

3.  Dipanjan Sarkar, Raghav Bali, “Transfer Learning in Action”, Manning Publications, 2021

 

Reference Books:

1.  Giancarlo Zaccone, Md. Rezaul Karim, Ahmed Menshawy "Deep Learning with  TensorFlow: Explore neural networks with Python", Packt Publisher, 2017.

2.  Antonio Gulli, Sujit Pal, "Deep Learning with Keras", Packt Publishers, 2017.

3.  Francois Chollet, "Deep Learning with Python", Manning Publications, 2017.

MCQs👇

1. Neural Network 1
   
2. Neural Network 2
3. Neural Network 3
4. Neural network 4
   
5. Neural Network 5
   
6. TensorFlow and Keras -1
   
7. TensorFlow and Keras-2
   
8. TensorFlow & keras 3
   
9. Convolutional Neural Network 1
   
10. Convolutional Neural Network 2