Overview

  • What are Word Embeddings and why we care
    • How we encode words and why
    • Word2Vec models
  • How to work with Text Data on Talon using Python
    • Usefull tools: NLTK, Spacy
    • Download, read and parse Text Data
  • Train your own word embeddings
    • How to use Gensim
    • How to use pre-trained word embeddings
  • Predict Movie Review Sentiment
    • Build a Neural Network model
    • How to input Text Data to Machine Learning

What are Word Embeddings and why we care

How to work with text data on Talon using Python

Train your own word embeddings

  • How to use Gensim
    How to use pre-trained word embeddings here

Predict Movie Review Sentiment

Talon Supports Machine Learning

Fast prototyping.

Machine Learning code templates.

Model Interpretation.

Big Data pipelines.

Workshops and tutorials.

Future Workshops & Tutorials

Intro to using Git Lab

Discovery Park F285 - Friday, May 3, 2019 - 2:30pm

  • [Hands-On] Intro on what is Git.
  • [Hands-On] Navigate Git
  • [Hands-On] Clone / Create repository
  • [Hands-On] Do push and pull
  • [Hands-On] Create a branch
  • Please bring your own laptop/computer with an internet connection and at least Google Chrome browser installed: https://www.google.com/chrome/b/

Other Talon resources

Thank you!