Kamal khumar – Medium

Published in FAUN Publication

·Jun 8, 2021

Easy way to handle multiple machine learning pipelines

In this article, I will explain the RFE, Sampling and ATOM module for processing multiple pipelines. What is RFE and how to use it! Recursive Feature Elimination, or RFE for short, is a popular feature selection algorithm. RFE is popular because it is easy to configure and use and because it is effective at selecting those features (columns)…

Rfe

5 min read

Easy way to handle multiple machine learning pipelines

Published in MLearning.ai

·Oct 11, 2020

Multiclass Classification with Image Augmentation

This article explains the basics of multiclass image classification and how to perform image augmentation. — What is Image Augmentation? Image Augmentation, a solution to the problem of limited data. Image augmentation is a technique that can be used to artificially expand the size of a training dataset by creating modified versions of images in the dataset. …

Multiclass Classification

4 min read

Published in featurepreneur

·Oct 8, 2020

AmpliGraph — What is it?

This blog explains, what is AmpliGraph and how to use it. What is AmpliGraph? AmpliGraph is a suite of neural machine learning models for relational Learning, a branch of machine learning that deals with supervised learning on knowledge graphs. Use AmpliGraph if you need to: Discover new knowledge from an…

Data Science

6 min read

Published in Analytics Vidhya

·Jul 28, 2020

Text summarization using spaCy

The article explains, What is spacy, Advantages of spacy and how to perform text summarization with it. — What is spaCy? spaCy is a free, open-source advanced natural language processing library, written in the programming languages Python and Cython. spaCy mainly used in the development of production software and also supports deep learning workflow via statistical models of PyTorch and TensorFlow.

NLP

6 min read

Published in The Startup

·Jul 25, 2020

Spell Checker Using Pyspellchecker Package

This story explains, what is pyspellchecker, and how to use it. — What is pyspellchecker? The pyspellchecker is an open-source package that allows you to correct spelling, as well as see candidate spellings for a misspelled word. To install the package, you can use pip: pip install pyspellchecker First, we import the necessary packages, Once installed, the pyspellchecker is straightforward to use. Note that even…

NLP

5 min read

Spell Checker Using Pyspellchecker Package

Published in The Startup

·Jul 24, 2020

Text Classification With BERT Model

This blog explains, what is BERT, advantages of BERT, how to classify the text using BERT model with Ktrain package. What is BERT? BERT, which stands for Bidirectional Encoder Representations from Transformers developed by researchers at Google in 2018, is based on Transformers, a deep learning model in which every output element is…

Bert

4 min read