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
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
XGBoost hyperparameter tuning in Python using grid search
Using GridSearchCV from Scikit-Learn to tune XGBoost classifier
19 Aug 2019
Forecasting time series: using lag features
16 Aug 2019
How to turn Pandas data frame into time-series input for RNN
From Pandas dataframe to RNN input
14 Aug 2019
How to automatically select the hyperparameters of a ResNet neural network
Training ResNet network for multiclass image classification using keras-tuner
12 Aug 2019
Using Hyperband for TensorFlow hyperparameter tuning with keras-tuner
Tuning TensorFlow with Hyperband
09 Aug 2019
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