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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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Covariate Shift – Unearthing hidden problems in Real World Data Science
Covariate / Dataset shift occurs when variables / environment between your test & train data changes. This poses a problem in solving real life problems.
shubham.jain 21 Oct, 2024
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Tutorial on Automated Machine Learning using MLBox
Tutorial on how to automate machine learning workflow using MLBox. MLBox provides functionalities like missing values imputation, drifting out of box.
NSS 02 Aug, 2017
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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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Hands on with Deep Learning – Solution for Age Detection Practice Problem
This article provides a simple deep learning based solution to Age detection problem. This includes use of neural networks & keras to predict age of person
Faizan Shaikh 26 Jul, 2020
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Lasso and Ridge Regression in Python & R Tutorial
Learn the differences between ridge and lasso regression, linear regression basics, gradient descent, R-squared, regularization techniques,.
shubham.jain 20 Dec, 2024
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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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Which algorithm takes the crown: Light GBM vs XGBOOST?
Explore Light GBM advantages, installation, important parameters, and how it compares to XGBoost. Learn tuning techniques. Read Now!
Pranjal 08 Jan, 2025
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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
