TensorFlow-In-Practice

Tensorflow In Practice is a collection of popular machine learning problems with real datasets.

Tutorials

Linear Regression

• Demand Forecast

Logistic Regression

• Fraud Prevention

Clustering

• Heartbeat Classifier

Neural Networks

• Breast Cancer Prediction

Dataset

1. Before running the examples you should download the following datasets:

• Demand Forecast: http://www.mediafire.com/file/znhjtbd1rc1qz2f/inventory-demand.zip

• Fraud Prevention: http://www.mediafire.com/file/axsdfq24d7bn26n/creditcardfraud.zip

• Heartbeat Classifier: http://www.mediafire.com/file/dwf9ph4bhx8jhdx/heartbeat-sounds.zip

• Breast Cancer Prediction: http://www.mediafire.com/file/x2hi93a6lulx4dy/breast-cancer-wisconsin-data.zip

2. Extract and save each file inside its corresponding folder:

  $ tutorial-name/dataset/

3. Run your notebook:

  $ jupyter notebook