MachineLearningExp.com projects This repository gathers Machine Learning and Deep Learning project published on blog http://machinelearningexp.com Each file is a separate mini-project. Projects are done in Jupyter Notebooks using python kernels.
Update: Blog is not available anymore, but this repository contains three directories with my experiments content - both blog article in PDF format and code in Jupyter Notebook
- Machine Learning: Regression of 911 Calls - predict location and daily quantity of 911 calls in US Montgomery County (PA). Such project could enable help & rescue teams, such as police, fire department and emergency medical services to prepare for upcoming events and better plan their work.
- Deep Learning: Predicting hard disks failures using recurrent LSTM network - predict failures of hard disks in the datacenter. We will check if Neural Network can predict failure patterns based on disks diagnostic (SMART) data.
- Deep Learning: Language identification using Keras & TensorFlow - identify the language of short text (140 characters) with high accuracy using neural networks