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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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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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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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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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Imbalanced Data : How to handle Imbalanced Classification Problems
Learn how to tackle class imbalance in machine learning. Explore techniques, examples, and methodologies to improve model performance!
Guest Blog 17 Dec, 2024
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How to build Ensemble Models in machine learning? (with code in R)
Ensemble models are used to combine various machine learning models / algorithms to create a better model. This includes boosting, bagging
saurav kaushik 25 Jun, 2019
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Sentiment Analysis of Twitter Posts on Chennai Floods using Python
This article will take you through how Natural Language Processing used for accessing twitter,pre-processing text,explorations,clustering & topic modeling
Yogesh 03 Dec, 2018
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Ultimate Guide to Understand and Implement Natural Language Processing (with codes in Python)
Learn about Natural Language Processing (NLP) and why it matters. Dive into text prep, key tasks, and top Python tools for NLP. Start Reading Now!
Shivam Bansal 07 Apr, 2025
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Practical guide to implement machine learning with CARET package in R (with practice problem)
This article is an introductory guide on implementing machine learning with CARET in R. It includes Data splitting, Pre-processing, Feature selection etc.
saurav kaushik 05 Jul, 2020
