Train, test and explain a Diabetes classification model in Python using LIME
Learn How to Setup Anaconda environment and connect it to IPython kernel.
Model comparison, hyper-parameter tuning and plotting in a few lines of codes
Empirical Cumulative Distribution Function (ECDF) Plotting and Percentile Computation.
Adding Images in IPython Notebook (short article)
This article will give you an overview of how to automate the deep learning model hyperparameters tuning.
Data Manipulation in Python using the dfply Package (dplyr-Style)
This article will give you a practical hands-on overview of fitting a binary logistic regression model and its interpretation using Python.
These books will help you to understand the processes involved in data science workflow and become a data science professional.