Nabanita RoyinTowards Data ScienceGenAI for Better NLP Systems I: A Tool for Generating Synthetic DataAn experiment on using GenAI for generating and augmenting synthetic data using Python for Prompt Engineering·7 min read·Sep 29, 2023----
Nabanita RoyinTowards Data ScienceUnsupervised Learning with K-Means Clustering: Generate Color Palettes from ImagesA comprehensive guide to unsupervised ML and the K-Means algorithm with a demo of a clustering use-case for grouping image pixels by color·13 min read·Apr 14, 2023----
Nabanita RoyinTowards Data ScienceOther ML Jargons: Sparse and Dense Representations of Texts for Machine LearningA Brief Introduction to Vectorization and its Importance in the Context of NLP·9 min read·Feb 15, 2023----
Nabanita RoyMy Experience, Thoughts and Logs @ Money20/20 RiseUp Europe 2022Tracey Davis, the Founder & President of Money20/20 and the founder of the RiseUp initiative, opened the session of RiseUp Europe 2022 by…·8 min read·Dec 23, 2022----
Nabanita RoyinTowards Data ScienceTuning an Artificial Neural Network: Optimizing a Multiclass Text Classifier using KerasTuner and…Explore how a text-based model’s performance could be improved by incorporating simple data and/or NLP techniques coupled with…·12 min read·Aug 22, 2022--1--1
Nabanita RoyinGeek Culture10 Must-Know built-in functions in Python for Natural Language ProcessingLearn Python’s useful built-in functions focusing on NLP use-cases·7 min read·Jun 15, 2022--1--1
Nabanita RoyinTowards AI— About AI, By AI 🤖Disclaimer: This article is 90% generated using AI·5 min read·May 25, 2022--3--3
Nabanita Roy#EarthDay2022 Tweet Analysis and Visualization using Pattern, Hugging Face and PlotlyQuick Scrape — Extract — Vizualize — Analyze exercise using Pre-trained NLP models·10 min read·May 17, 2022--1--1
Nabanita RoyinTowards Data ScienceMulticlass Text Classification Using Keras to Predict Emotions: A Comparison with and without Word…Do word embeddings add value to text classification models? Let’s find out in this multiclass prediction task for detecting emotions·15 min read·Apr 19, 2022--3--3
Nabanita RoyMy Five Most-Frequently-Used Jupyter Notebook Extensions to Save Time and EffortA list of notebook extensions to make your Jupyter Notebook environment more productive, structured, and presentable·4 min read·Feb 19, 2022----