PinnedPublished inLevel Up CodingGuide to creating interactive visualizations in PythonUsing HoloViz tools to create and deploy an interactive dashboardApr 19, 20221Apr 19, 20221
Published inTowards AIGuide to Using Descriptive Statistics in Data ScienceUnderstand the key concepts to summarize dataMay 5, 20221May 5, 20221
How to use Deep Learning to identify dog breedsUsing Convolutional Neural Networks and Transfer Learning to build a dog breed classifierApr 20, 2022Apr 20, 2022
Analyzing the results of an A/B test using PythonA Starbucks technical assignment to evaluate candidates for their data scientist positionApr 11, 20221Apr 11, 20221
Published inCodeXHow to get a high salary as a Data Scientist?A data-driven approach using scraped data containing salary records from top companies from 2017Mar 30, 20222Mar 30, 20222
Explaining Black-Box models using PythonA quick look at different global and local model-agnostic methods for explaining complex machine learning modelsMar 26, 2022Mar 26, 2022
Linear Regression: Normal Equation & Gradient Descent — from ScratchThis project, inspired by the book “Hands-On Machine Learning” by Aurélien Géron, studies Linear Regression from scratch, using Python.Nov 8, 2021Nov 8, 2021