PinnedChenginTowards Data ScienceDesign A Dynamic Data Dashboard with TableauA step-by-step guide to create your own data dashboard·6 min read·Oct 10, 2021----
ChenginTowards Data ScienceA Visualization of Decrease in Arctic Sea Ice Extent Over Past 40 YearsAn animated data story made with Flourish…·5 min read·Nov 30, 2021----
ChenginData IllustratorAdding Artistic Colours to Drawings with Style Transfer in PyTorchThe idea of style transfer inspired me for adding colours to a black & white drawing…·6 min read·Sep 20, 2021----
ChenginGeek CultureGenerate Synthetic Dataset with the Synthetic Data Vault (SDV)A simple way to generate & evaluate your synthetic data…·7 min read·Sep 17, 2021--2--2
ChenginTowards Data ScienceNLP on Data Science Interview Questions & Answers DatasetA Dataset of over 300 data science interview questions & answers·6 min read·Jun 25, 2021----
ChenginGeek CultureGlassdoor Data Science Job Salary Predictor with Machine LearningThis project includes detailed steps from exploration data analysis to the whole workflow of building a salary range predictor based on…·5 min read·Jun 15, 2021----
ChenginTowards Data ScienceA Custom SpaCy Model Deployment with AWS ECR, SageMaker & LambdaA step-by-step guide of deploying spaCy model with AWS·8 min read·Jun 4, 2021--2--2
ChenginTowards Data ScienceA Guide on How to Build a Fuzzy Search Algorithm with FuzzyWuzzy and HMNIIn this article I will guide you through my thoughts on how to build a fuzzy search algorithm. A very practical use case of this algorithm…·6 min read·Mar 5, 2021----
ChenginTowards Data ScienceAn Overview of Building a Merchant Name Cleaning Engine with SequenceMatcher and spaCyBuild a merchant names cleaning engine with a pre-trained spaCy deep learning model…·14 min read·Jan 31, 2021--1--1
ChenginTowards Data Science8 Data Science Project Ideas from Kaggle in 2021Finally, we are in year 2021 🎉 I’ve picked some interesting project ideas with extended readings for you to explore…·5 min read·Jan 4, 2021----