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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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10 Techniques to Solve Imbalanced Classes in Machine Learning (Updated 2025)
Learn how to use data augmentation, resampling techniques, & cost-sensitive learning for solving class imbalance in machine learning.
Himanshi Singh 01 May, 2025
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How to Train an Image Classification Model in PyTorch and TensorFlow?
Build image classification models in Pytorch and TensorFlow. Learn CNN for image classification on MNIST dataset and analyze the performance of the model.
Pulkit Sharma 20 Jun, 2023
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5 Exciting Computer Vision Applications With Relevant Datasets!
Computer vision applications & projects from pose detection to image transformation. List of applications of computer vision. Read Now!
Shipra Saxena 02 May, 2025
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Transfer Learning for NLP: Fine-Tuning BERT for Text Classification
Transfer learning in NLP is a technique to train a model to perform similar tasks on another dataset. Learn how to fine tune BERT for text classification.
Prateek joshi 14 Oct, 2024
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24 Commonly used SQL Functions for Data Analysis tasks
SQL functions that are commonly used for data analysis tasks. In this article learn the most common SQL functions for data analysis with examples.
Aniruddha Bhandari 26 Jul, 2020
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Top 20 Visualization Dashboards for Mapping COVID-19
Data Visualization has played a key role in understanding the spread of Covid-19. Have a look at the 20 most compelling COVID-19 Dashboard across the globe.
Guest Blog 20 Jul, 2020
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Different Keys in SQL (Primary Key, Candidate Key, Foreign Key)
Different types of keys in SQL, including candidate key and foreign key. Understand how they ensure data integrity and consistency.
Aniruddha Bhandari 02 May, 2025
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9 Books to Start Your Business Analytics Journey
Business Analytics is one of the most booming job roles in the Data Science Industry. Top business analytics books which will help you learn and grow.
Abhiraj Suresh 04 Apr, 2025
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KNNImputer: A robust way to impute missing values (using Scikit-Learn)
Learn about kNNImputer and how you can use them to impute missing values in a dataset. Also get an overview of missing value and its patterns.
Kaushikrch 15 Oct, 2024
