Khulood Nasher – Medium

Khulood Nasher

Khulood Nasher

Gensim Library

What is Gensim Library?

Mar 26, 2021

Gensim Library

Mar 26, 2021

Khulood Nasher

Language Modeling

To perform language modeling we need to understand the concept of Ngram which works in predicting the next word based of the probability…

Mar 20, 2021

Language Modeling

Mar 20, 2021

Khulood Nasher

Sentiment Analysis using GloVe

Global Vectors for Word Representation (GloVe) is an unsupervised learning algorithm for creating pre-trained vectorization of words based…

Mar 13, 2021

Sentiment Analysis using GloVe

Mar 13, 2021

Khulood Nasher

GloVe

Glove is a very important tool in NLP. It is an acronym for Global Vectors for Word Representation.It means the global array to…

Mar 6, 2021

GloVe

Mar 6, 2021

Khulood Nasher

Non-negative Matrix Factorization

Non-negative Matrix Factorization (NNMF) or the positive matrix analysis is another NLP technique for topic modeling. In a previous blog…

Feb 28, 2021

Non-negative Matrix Factorization

Feb 28, 2021

Khulood Nasher

Topic Modeling by Laten Dirichlet Allocation (LDA) with Python

Topic modeling analyzes documents in a huge corpus and suggests the topics in each document. In this blog, I’m going to explain topic…

Feb 20, 2021

Topic Modeling by Laten Dirichlet Allocation (LDA) with Python

Feb 20, 2021

Khulood Nasher

Laten Dirichlet Allocation (LDA)

In a previous blog, I introduced one of the important NLP techniques that is text clustering which deals with unlabeled data and tries to…

Feb 13, 2021

Laten Dirichlet Allocation (LDA)

Feb 13, 2021

Khulood Nasher

Text Clustering by KMeans

We know that Clustering is another word for grouping. In a previous blog I introduced the concept of text clustering where I showed it it…

Feb 7, 2021

Text Clustering by KMeans

Feb 7, 2021

Khulood Nasher

Text Clustering

In order to analyze our text data, NLP has provided multiple methods. One of the method is to do text classifications where we have labels…

Jan 30, 2021

Text Clustering

Jan 30, 2021

Khulood Nasher

Embeddings

We know that NLP is abbreviation for natural language processing. But actually NLP is the summation of NLU and NLG which is natural…

Jan 24, 2021

Embeddings

Jan 24, 2021

Khulood Nasher

Khulood Nasher

Data Scientist,Health Physicist, NLP Researcher, & Arabic Linguist. https://www.linkedin.com/in/khuloodnasher https:/khuloodnasher1.wixsite.com/resume

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