Lets begin with fundamentals for vector space model. All NLP applications require a basic understanding of how word vectors are represented in natural language processing. Because the first step in creating any NLP model is to express the word as some kind of number or coding. For instance, a word can be represented as a […]
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Basics of Natural Language Processing (NLP) Pipeline
Images in this NLP blog are borrowed from lecture note of Prof. Bal Krishna Bal. The end-to-end structure that orchestrates the flow of data into and output from a NLP model is known as a natural language processing pipeline (or set of multiple models). It covers the input of the raw data, the features, the […]
Approaches for Natural Language Processing (NLP)
Several widely used NLP algorithms Images in this blog are borrowed from lecture note of Prof. Bal Krishna Bal. Not only are there many algorithms for machine learning tasks, but also for natural language processing job. The choice of which algorithm is best for a given problem cannot be made with absolute certainty. After determining […]
Basic of Natural Language Processing (NLP)
Basic Introduction of Natural Language Processing (NLP) Images in this blog are borrowed from lecture note of Prof. Bal Krishna Bal. NLP is a Short form of natural language processing. It is sub-field of artificial intelligence.The study of how to program computers to comprehend and use natural language led to the development of the area. […]
Text Mining and its Importance in NLP, ML and AI
Text Mining and its Importance in NLP, ML and AI Introduction to Text Data According to IBM Article, Text mining, also known as text data mining, is the process of transforming unstructured text into a structured format to identify meaningful patterns and new insights. Text is a common type of data floating around our world […]
News Classification with Simple Neural Network
News Classification with Simple Neural Network is one of the application of Deep Learning. And here in this part of the blog, I am going to perform a Nepali News Classification. Before jumping into the main part, I would love to share some of my previous contents based upon which this blog has been written. […]
Manipulation of Word Vectors
To manipulating vectors means to perform some arithmetics operation on these vectors. By performing some arithmetics on vectors resulting vectors or any value can represent very interesting fact or inside. This is very interesting inside that we perform some operation on the given data and result represent more interesting fact about the data. This blog […]
Nepali News Classification Using Naive Bayes and Decision Tress
Naive Bayes for Nepali News Classification Hello everyone, welcome back to our blog about news classification and in this blog, we are going to explore Naive Bayes for news in our native language Nepali. I started this project nearly a year ago but I never finished it because I did not know anything about it […]
Nepali News Classification Using Logistic Regression
Logistic Regression for Nepali News Classification Hello everyone, and welcome back to my news categorization blog. In this blog, I’ll be looking into Logistic Regression for news in Nepali, which is our native language. I started this project almost a year ago but never finished it because I had no idea what I was doing […]