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Perform Text classification on DBPedia ontology. Do a thorough Exploratory Data Analysis of the dataset and report the final performance metrics for your approach. Suggest ways in which you can improve the model.

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fellowship.ai-challenge's Introduction

Hi there ๐Ÿ‘‹, I'm Temiloluwa Awoyele, a.k.a temmyzeus

I am open Data Engineering and Big-Data opportunities

  • ๐Ÿ”ญ Iโ€™m currently working on:
    • Serverless ETL Workflow
    • Spotify Batch Ingestion
  • ๐ŸŒฑ Iโ€™m currently learning
    • Apache Airflow
    • Spark and PySpark
    • Udacity Data Engineering Zoomcamp
    • Data Engineering Zoomcamp by DataTalks Club
  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on:
    • Data Engineering
  • ๐Ÿค” Iโ€™m looking for help with:
    • Mentorship
    • Job
  • ๐Ÿ˜„ Pronouns: He/Him
  • ๐Ÿ“ซ How to reach me:

LinkedIn Medium Twitter Gmail

Projects

A dockerized API and a webapp(built on the API) that help to anonymize naming entities like name, place, time, direction e.t.c from text.

Tech Stack:
N|Solid N|Solid

An API to checkout the qualitative toxicty (definite class) or quantatitive toxicity (probabilty) of text between the following classes => Toxic, Severly Toxic, Obscene, Threatening, Insulting and Identity Hate.

Tech Stack:
N|Solid N|Solid N|Solid

Text Explore : A python package to perform EDA on text

Tech Stack: Python & NLTK

๐Ÿงฐ Languages and Tools:

aws cassandra docker flask git linux mongodb mssql opencv postgresql python pytorch scikit_learn tensorflow

fellowship.ai-challenge's People

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