Bhishan Poudel, Ph.D. Candidate

Data Scientist

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Statistics:

An Introduction to Statistical Analysis and Modelling with Python

RIP correlation. Introducing the Predictive Power Score



Unit Testing:

Unit Testing for Data Scientists



Python Basics:

Understand how to use NamedTuple and Dataclass in Python



Modelling:

Sci-kit learn tutorial

Sci-kit Binary Classification

Hyper-parameter optimization with Optuna

Grid Search using tune-sklearn

Step by step guide to explaining your ML project during a data science interview



Feature Selection:

Feature selection techniques for classification and Python tips for their application

4 Tips for Advanced Feature Engineering and Preprocessing



Debugging:

A visual debugger for Jupyter

The Visual Python Debugger for Jupyter Notebooks You’ve Always Wanted (Pixie debugger)





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