rajsingh7 / python_tutorial

Python 3 tutorial for machine learning and natural language processing.

Learn Python 3 for deep learning.

A repository of codes and tutorials for running natural language processing (NLP) and machine vision using deep learning methods with Keras, Tensorflow and OpenCV.

For the "Hello World! Python Workshops @ Think Coffee", intermediate complexity lessons organized by the AI @ Columbia University Medical Center NYC MeetUp in collaboration with Moad Computer - manufacturer of open-source dev-ops server for deep learning with co-host Rahul Remanan.

Below, we are detailing the scripts in this repo.

NLP Table of Contents

1. Week 1: One hot encoding
2. Week 2: Twitter Bot using a LSTM model
3. Week 3: Alice NLP Generator
4. Week 4: Character embedding
5. Week 5: Bidirectional LSTM classifier
6. Week 6: QA Demo

One hot Encoding

Twitter Bot

Alice

Character embedding

Bidirectional LSTM Classifier

QA Demo