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 EngineeringSep 29, 2023Sep 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 colorApr 14, 2023Apr 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 NLPFeb 15, 2023Feb 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…Dec 23, 2022Dec 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…Aug 22, 20221Aug 22, 20221
Nabanita RoyinGeek Culture10 Must-Know built-in functions in Python for Natural Language ProcessingLearn Python’s useful built-in functions focusing on NLP use-casesJun 15, 20221Jun 15, 20221
Nabanita RoyinTowards AI— About AI, By AI 🤖Disclaimer: This article is 90% generated using AIMay 25, 20223May 25, 20223
Nabanita Roy#EarthDay2022 Tweet Analysis and Visualization using Pattern, Hugging Face and PlotlyQuick Scrape — Extract — Vizualize — Analyze exercise using Pre-trained NLP modelsMay 17, 20221May 17, 20221
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 emotionsApr 19, 20223Apr 19, 20223
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 presentableFeb 19, 2022Feb 19, 2022
