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Text Classification & Word Representations using FastText (An NLP library by Facebook)
FastText is a very fast NLP library created by Facebook. It is very useful for Word Representations Text Classification. It can create word vectors fast.
NSS 06 Jun, 2023
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Architecture of Convolutional Neural Networks (CNNs) demystified
Convolutional neural network architecture and cnn image recognition. In this article, learn about convolutional neural networks and cnn to classify images.
Dishashree Gupta 24 May, 2020
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Introductory guide to Generative Adversarial Networks (GANs) and their promise!
An introduction to generative adversarial networks and generative models. Beginners guide to understand how GANs work in computer vision.
Faizan Shaikh 02 Aug, 2024
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Getting started with Deep Learning using Keras and TensorFlow in R
Get started with deep learning with keras and tensorflow in r. Learn how to install keras with tensorflow in R & build a neural network model on MNIST dataset.
NSS 24 May, 2020
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An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec
Word embeddings are techniques used in natural language processing. This includes tools & techniques like word2vec, TD-IDF, count vectors, etc. Explore Now!
NSS 07 Apr, 2025
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Transfer Learning Using Pre-trained Models in Deep Learning
Learn about transfer learning, pre-trained models, their benefits, usage, fine-tuning techniques, and projects for identifying digits.
Dishashree Gupta 30 Jan, 2025
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Natural Language Processing Made Easy – using SpaCy (in Python)
Learn Natural Language Processing (NLP) with Spacy in Python using examples. What are the various features offered by Spacy for NLP?
Shivam Bansal 25 Jun, 2019
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Extracting information from reports using Regular Expressions Library in Python
This tutorial provides detailed explanation for extracting information from reports using Regular Expression library in Python.
Yogesh 29 Oct, 2024
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Beginner’s Guide on Web Scraping in R (using rvest) with hands-on example
This article provides step by step procedure for web scraping in R using rvest. It provides hands-on experience by scraping a website along with codes.
saurav kaushik 24 Jun, 2019
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5 More Deep Learning Applications a beginner can build in minutes (using Python)
Deep learning applications for beginners using python. This article explains 5 deep learning applications using API and open source.
Faizan Shaikh 19 Apr, 2023
