Machine learning and deep learning
How to deal with underfitting and overfitting in deep learning
The lessons learned from Andrew Ng’s online course
17 Apr 2019
A comprehensive guide to putting a machine learning model in production using Flask, Docker, and Kubernetes
How to use Docker and Flask to put a Scikit model in production as a microservice.
28 Jan 2019
How to split a list inside a Dataframe cell into rows in Pandas
Step by step instructions to "explode" a list into DataFrame rows.
27 Aug 2018
Monte Carlo simulation in Python
How to make business decisions using the Monte Carlo simulation?
17 Aug 2018
How to split a data frame into time-series for LSTM deep neural network
15 Sep 2019
What is the difference between training, validation, and test sets in machine learning
Training a machine learning model is like learning before an exam.
09 Sep 2019
Numpy reshape explained
How to use the reshape function in Numpy
02 Sep 2019
Human bias in A/B testing
Underpowered tests, true negative, and ignored tests results
28 Aug 2019
How to plot the decision trees from XGBoost classifier
26 Aug 2019
Smoothing time series in Python using Savitzky–Golay filter
In this article, I will show you how to use the Savitzky-Golay filter in Python and show you how it works. To understand the Savitzky–Golay filter, you should be familiar...
21 Aug 2019
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