This is my collection of Neural Networks mini-projects as I'm learning NN, DNN, CNN and RNN.

I have learnt a lot about Neural Networks from Jason's blog. These mini-projects are available on Jason's website. After experimenting with each tutorial I have them here for quick future reference.

Recommended order for exploring these projects is as follows:

• Life-Cycle for Neural Network Models in Keras
• My first Neural Network with Keras
• Multi-Class classification with Keras
• Check-Point Deep Learning Models in Keras
• Display Deep Learning Model Training History in Keras
• Dropout Regularization in Deep Learning Models with Keras
• Save and Load Keras Deep Learning Models
• Using Learning Rate Schedules for Deep Learning Models with Keras

• Handwritten Digit Recognition using Convolutional Neural Networks
• Object Recognition in CIFAR-10 with Convolutional Neural Networks
• Predict Sentiment From Movie Reviews
• Text Classification with Keras and GloVe Embedding

• Time Series Prediction with LSTM Recurrent Neural Networks with Keras
• Sequence Classification with LSTM Recurrent Neural Networks with Keras
• Understanding Stateful LSTM Recurrent Neural Networks with Keras
• Text Generation With LSTM Recurrent Neural Networks with Keras