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Quick Introduction to Bag-of-Words (BoW) and TF-IDF for Creating Features from Text
Explore the Bag of Words (BoW) model, its drawbacks, and limitations. Learn about TF-IDF and text vector creation through practical examples.
Purva Huilgol 01 May, 2025
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Build Your First Text Classification model using PyTorch
In this article learn how to solve text classification problems and build text classification models and implementation of text classification in pytorch.
Aravind Pai 06 Nov, 2024
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3 Important NLP Libraries for Indian Languages You Should Try Out Today!
This article explores 3 nlp libraries for Indian languages- iNTLK, Indic NLP library, StanfordNLP. Learn nlp for indian languages and how to work with it
Mohd Sanad Zaki Rizvi 12 Aug, 2024
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A Comprehensive Learning Path to Understand and Master NLP in 2020
This NLP learning path is for everyone who wants to get started and master NLP. The learning path contains a multitude of NLP learning resources.
Analytics Vidhya 14 Jun, 2020
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2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!
Analytics Vidhya picks out its best highlights from 2019 in data science, machine learning and deep learning and provides its predictions for 2020!
Analytics Vidhya 24 Dec, 2019
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An Exhaustive Guide to Detecting and Fighting Neural Fake News using NLP
Neural fake news is a nuisanse these days. We can use state-of-the-art natural language processing (NLP) techniques to detect and fight it.
Mohd Sanad Zaki Rizvi 16 Dec, 2019
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How to use a Machine Learning Model to Make Predictions on Streaming Data using PySpark
Streaming data is the big thing in machine learning. Learn about how to use a machine learning model to make predictions on streaming data using PySpark.
Lakshay arora 21 Apr, 2020
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Create Natural Language Processing based Apps for iOS in Minutes! (using Apple’s Core ML 3)
Learn how to create NLP apps for iOS using Apple’s Core ML 3 and Swift. This is a hands-on tutorial to build an NLP iOS app.
Mohd Sanad Zaki Rizvi 14 Jun, 2020
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Attention Mechanism in Deep Learning
Learn about Attention Mechanism, its introduction in deep learning, implementation in Python using Keras, and its applications in computer vision.
Himanshi Singh 04 Apr, 2025
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6 Exciting Open Source Data Science Projects you Should Start Working on Today
Data science projects are a great way to expand your current skillset. We've put together 6 such open source data science projects for you.
Pranav Dar 04 Nov, 2019
