In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Neural Network Architectures.
Click to see the complete documentation of this repository:
https://drive.google.com/file/d/1EIQthKK-0DTmKVE5tnm3JYy68PBBcR4h/view?usp=sharing
Click to see my book on Deep Learning:
https://www.amazon.com/Deep-Learning-Objective-Amir-Ali-ebook/dp/B07S9FHD7R/
The Topic that are covered in this repository are:
-
Supervised Deep Learning
- Artificial Neural Networks(ANN)
- Convolutional Neural Network(CNN)
- LSTM & Recurrent Neural Network(RNN)
-
UnSupervised Deep Learning
- Self-Organizing Maps(SOMs)
- Restricted Boltzmann Machine(RBM)
- Auto Encoder(AE)