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  • Jonathan Herke
    Feb 03, 2020
    YELP DataSet + Full-Stack TigerGraph Challenge
    Discussion 
    Tags: social-site, backend, frontend, tigergraph, NLP, scispacy, elasticsearch, yelp, graphDB, ML, Project: Build a full-stack application using TigerGraph as a backend database. To get more out of the data I want to run an NLP to do tag extraction. Load those Tags into TG model, also run some ML to determine if there are FAKE posts trying to BOOST or DEGRADE certain businesses. Reason: The ability to add this project to my portfolio of work. STACK: Front-End: React Back-End:Nodejs DB: TigerGraph Enrichment: ElasticSearch, Scispacy (NLP), Tensorflow (Keras), Graph CNN, TG Algo Resources: Data: https://www.yelp.com/dataset/download NLP: https://towardsdatascience.com/analyzing-yelp-dataset-with-scattertext-spacy-82ea8bb7a60e
  • Jonathan Herke
    Jan 30, 2020
    Elasticsearch with Python
    Discussion 
    Is anyone interested in doing some Elastic Search with me @Jonathan Herke ? This would allow you to have the dynamic searching capabilities you see when typing in Google. As you start typing it's dynamically bringing back some previously searched results. https://towardsdatascience.com/getting-started-with-elasticsearch-in-python-c3598e718380 Tags: Web Scraping, Elasticsearch, Python
  • Jonathan Herke
    Jan 23, 2020
    What impact will you make?!
    Discussion 
    Check out this mini video one of the FA members created! https://youtu.be/t3VKuU4boxo