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Introduction to Seq2Seq Models
The Seq2Seq( sequence to sequence) model is a special class of RNNs used to solve complex language problems.
Guest Blog 01 May, 2025
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A Beginner’s Guide to Focal Loss in Object Detection!
In this article we explain Focal Loss which is an improved version of Cross-Entropy Loss, that tries to handle the class imbalance problem.
Guest Blog 09 Nov, 2020
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Playing with YOLO v1 on Google Colab
Understand, how you can quickly start detecting objects in images of your own, using the YOLO v1 architecture on the Google Colab platform, in no time.
Guest Blog 04 Aug, 2020
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Build a Natural Language Generation (NLG) System using PyTorch
Understand NLG concepts such as dataset preparation, how a neural language model is trained, and finally Natural Language Generation process in PyTorch.
Prateek joshi 04 Aug, 2020
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Understanding and coding Neural Networks From Scratch in Python and R
Neural Networks from scratch Python and R tutorial covering backpropagation, activation functions, and implementation from scratch.
Sunil Ray 10 Feb, 2025
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MobileBERT: BERT for Resource-Limited Devices
MobileBERT introduces bottlenecks in the transformer blocks, which allows us easily to distill the knowledge from larger teachers into smaller students.
Guest Blog 28 Jul, 2020
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4 Simple Ways to Split a Decision Tree in Machine Learning (Updated 2025)
Learn the different ways to split a decision tree in machine learning: Information Gain, Gini Impurity, Reduction in Variance & Chi-Square.
Abhishek Sharma 04 Apr, 2025
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What is Tokenization in NLP? Here’s All You Need To Know
Learn about tokenization in NLP and its significance in understanding text. Discover how it aids sentiment analysis and named entity recognition.
Aravind Pai 10 Dec, 2024
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Decision Tree vs Random Forest | Which Is Right for You?
Compare Random Forest and Decision Tree algorithms through detailed explanations, Python examples, and insights on model performance.
Abhishek Sharma 01 May, 2025
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Machine Learning using C++: A Beginner’s Guide to Linear and Logistic Regression
A beginners guide for machine learning with C++. In this article learn about linear and logistic regression and how to implement them using C++.
Alakh Sethi 28 Apr, 2020
