Projects related to neural networks and tensorflow.
Auto-mpg is a small dataset from UCI Machine Learning Repo.
Ipython notebook is uploaded in Project 1 folder which includes the Data cleaning + EDA + Building a neural network model to make predictions for cars miles per gallons. Below is the link to kaggle kernel for same notebook. https://www.kaggle.com/akseersafdar/auto-mpg-eda-and-model-building
Fashion MNIST is a data set consisting of 60k training examples and 10k test examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. In this project we have trained a neural network model to identify the class of the image. More details and code in the iPython notebook. Also visit below kaggle link for more details.
https://www.kaggle.com/zalando-research/fashionmnist
Link to the kaggle kernel for the same notebook is below: https://www.kaggle.com/akseersafdar/mnist-fashion-data-exploration