PinnedEnhancing Correlation Matrix Heatmap Plots with P-values in PythonCorrelation matrix plots are a valuable tool in data analysis, helping us visualize the relationships between variables in a dataset. They…Feb 10, 2024A response icon2Feb 10, 2024A response icon2
PinnedFixing `PIL.UnidentifiedImageError` when training Deep Learning Model for Image ClassificationHave you ever had one of those moments where you feel like you’re on the cusp of something great, but then it all comes crashing down…Feb 27, 2023Feb 27, 2023
PinnedBuilding Your Data Science Portfolio: Things You Should Know!I paid little attention to the importance of building a portfolio at the start of my career, and I wish I had known better. The key…Mar 7, 2022A response icon1Mar 7, 2022A response icon1
Fair by Design: Why Generative AI Must Work for EveryoneIn 2018, Amazon scrapped an internal AI recruitment tool after discovering it was downgrading resumes from women. The model had trained on…May 2May 2
Unveiling the Black Box: The Importance and Challenges of Interpretability in Machine LearningMachine learning (ML) models have become integral to various applications, from healthcare to finance, by enabling data-driven…Nov 30, 2024Nov 30, 2024
Addressing Geospatial Outliers in Python: the Simple MAD-Based ApproachJust like any other data, when dealing with geospatial data, identifying and correcting outliers is a crucial step in data preparation that…Apr 5, 2024Apr 5, 2024
How to edit/rename multiple column names at the same time in Power QueryFor those who may not know, Power Query is an engine attached to Excel, Power BI, Power Apps, Power Automate, Azure data factory etc. and…Apr 1, 2022Apr 1, 2022