DataScience Archives - KeyToDataScience

Create Pandas DataFrame in Python

January 16, 2022April 12, 2020 by Prateek

Explore various ways to create Pandas DataFrame in python using dictionary, lists, series, numpy arrays and also empty data frame. With Code and Examples.

Selecting Rows and Columns Based on Conditions in Python Pandas DataFrame

January 16, 2022April 5, 2020 by Prateek

Select rows or columns in Pandas DataFrame based on various conditions using .loc, .iloc and conditional operators ‘>’, ‘=’, ‘!’ With Examples and Code.

Hyperparameter Tuning of Any Algorithm in Python

April 13, 2020February 11, 2020 by Prateek

How to perform hyperparameter tuning to choose best set of parameters for a learning algorithm. How to apply grid search to various ML/DL algorithms.

Jupyter Notebook Extensions You Didn’t Know You Needed

January 16, 2022February 6, 2020 by Prateek

List of Jupyter notebook extensions to substantially improve efficiency and feasibility. It helps you to save time and provides a better UI experience.