Host your Deep Learning model on AWS Free Tier

Complete guide how to deploy your machine-learning model into AWS EC2 instance’s server freely using Flask, Gunicorn and NGINX.

Guide to Text Classification with fastai

Learn to classify text for solving various problems such as spam detection, sentiment analysis or automated replies using the fastai library

Darshak ShahJune 21, 2019nlp, fastai, text classification, classifiaction, machine learning, deep learning

Measuring Unintended Bias in text classification

Text classification models can have unintended bias, which can have real world consequences. Learn about ways in which this can be reduced by creating a metric to measure it.

Darshak ShahJune 11, 2019Kaggle Competition, Unintended Bias, Auc-Roc, Power Mean

Fuzzy String Matching in Python

Learn all about Fuzzy String Matching using the FuzzyWuzzy library in Python. Also, compare various types of fuzz ratios and see its applications in different scenarios.

Darshak ShahMay 13, 2019FuzzyWuzzy, Fuzzy String Matching, Python, Fuzzy String Python

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