Tutorial for the 2018 Charlottesville Women in Data Science (WiDS)
A Gentle Introduction to Building Models in Different Frameworks
Dependencies:
- wordcloud 1.4
- seaborn 0.8.1
- keras 2.1.5
- tensorflow 1.6.0
- h2o 3.18.0.4
- sklearn 0.19.1
Python Version: 3.5
Data and Files
Go to the Data branch
- There you will find the Word2Vec file, a link to the GloVe file, two saved Keras models, and a link to the Kaggle Amazon Reviews.csv
Misc: This Notebook was developed on a Macbook Pro:
- Processor: 2.8 GHz Intel Core i7;
- Memory: 16 GB 2133 MHz LPDDR3
Skill Level: Beginner to Intermediate
Estimated Time for Tutorial: 1 hour 15 min