-
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
-
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
-
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
-
30 Questions to test a Data Scientist on Natural Language Processing [Solution: Skilltest – NLP]
Top questions to test a data scientist's expertise in Natural Language Processing (NLP). Ideal for interviews and skill assessments! Read Now!
Shivam Bansal 05 Jan, 2026![30 Questions to test a Data Scientist on Natural Language Processing [Solution: Skilltest – NLP]](https://cdn.analyticsvidhya.com/wp-content/uploads/2017/07/Questions-to-test-a-data-scientist.webp)
-
Top 30 Linear Regression Interview Questions & Answers for Data Scientists (Updated 2026)
Master Linear Regression with 30 essential questions on models, coefficients, and intercepts to ace your next Data Science interview!
Ankit Gupta 27 Dec, 2025
-
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
-
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
-
Course Review – PG Diploma in Data Analytics by UpGrad & IIIT-B
This article reviews the PG Diploma in Data Analytics by UpGrad & IIIT Bangalore on various attributes like course content, delivery & industry interaction
Kunal Jain 26 Jun, 2017
-
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
-
How to create animated GIF images for data visualization using gganimate (in R)?
This article provides a simple tutorial for how to create GIF images. A complete guide to use gganimate package in R to create animated graphics or GIFs.
Guest Blog 26 Jul, 2020
