/ML_Workshop

Introduction to Machine Learning and Deep Learning by Ecole Polytechnique at Kyoto University, 21st-25th Aug. 2017

Primary LanguageJupyter Notebook

ML_Workshop

"Introduction to Machine Learning and Deep Learning"

by Ecole Polytechnique

at Kyoto University

21st-25th Aug. 2017

Prerequisites

  • Anaconda 3 installed
    • Using env: "pre"
activate pre

Kaggle Project

Give Me Some Credit

Improve on the state of the art in credit scoring by predicting the probability that somebody will experience financial distress in the next two years.

Detecting Insults in Social Commentary

Predict whether a comment posted during a public discussion is considered insulting to one of the participants.

References

scikit-learn :Classifier for Machine Learning in Python Module

MNIST For ML Beginners :Introduction for digits detection in Tensorflow

Vector Representations of Words :Building a word2vec model in TensorFlow

gensim :word2vector

Hang on

install tensorflow in Anaconda environment