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Toxic Comment Classifier using NLP

Toxic Comment Classifier using NLP

Rp 1299

Rp 4999

In this project we will be creating a classifier model that can predict if input text is inappropriate or not. Exploring the effectiveness of multiple machine learning approaches and select the best model and tune the parameters to maximize performance.

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 7
Total quizzes 0
Total duration 00:39:54 Hours
Total enrolment 179
Number of reviews 34
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Short description In this project we will be creating a classifier model that can predict if input text is inappropriate or not. Exploring the effectiveness of multiple machine learning approaches and select the best model and tune the parameters to maximize performance.
Outcomes
  • Understanding the problem statement.
  • Understanding different libraries and their respective uses.
  • In depth exploratory data analysis of each feature. Data cleansing and preparation.
  • Creating custom functions for machine learning models.
  • Defining an approach to solve ML classification problems.
  • Data preperation for Machine Learning model.
  • Training and testing the model using cross validation.
Requirements
  • Basic Programming Language
  • Machine Learning Enthusiasts