Khulood NasherLanguage ModelingTo perform language modeling we need to understand the concept of Ngram which works in predicting the next word based of the probability…3 min read·Mar 20, 2021----
Khulood NasherSentiment Analysis using GloVeGlobal Vectors for Word Representation (GloVe) is an unsupervised learning algorithm for creating pre-trained vectorization of words based…3 min read·Mar 13, 2021----
Khulood NasherGloVeGlove is a very important tool in NLP. It is an acronym for Global Vectors for Word Representation.It means the global array to…3 min read·Mar 6, 2021----
Khulood NasherNon-negative Matrix FactorizationNon-negative Matrix Factorization (NNMF) or the positive matrix analysis is another NLP technique for topic modeling. In a previous blog…4 min read·Feb 28, 2021----
Khulood NasherTopic Modeling by Laten Dirichlet Allocation (LDA) with PythonTopic modeling analyzes documents in a huge corpus and suggests the topics in each document. In this blog, I’m going to explain topic…4 min read·Feb 20, 2021----
Khulood NasherLaten 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…4 min read·Feb 13, 2021----
Khulood NasherText Clustering by KMeansWe know that Clustering is another word for grouping. In a previous blog I introduced the concept of text clustering where I showed it it…4 min read·Feb 7, 2021----
Khulood NasherText ClusteringIn order to analyze our text data, NLP has provided multiple methods. One of the method is to do text classifications where we have labels…4 min read·Jan 30, 2021----
Khulood NasherEmbeddingsWe know that NLP is abbreviation for natural language processing. But actually NLP is the summation of NLU and NLG which is natural…3 min read·Jan 24, 2021----