Data product development - data science, machine learning, and backend services
How to read a confusion matrix
Predicted labels are in columns, right? Or maybe in rows? Do you remember? ;)
08 Feb 2019
The optimal learning rate during fine-tuning of an artificial neural network
How to set the learning rate after you unfreeze the network layers in fast.ai
06 Feb 2019
F1 score explained
The mathematics behind F1 score.
04 Feb 2019
How to display a progress bar in Jupyter Notebook
Display a progress bar with no additional dependencies, just Python + Jupyter Notebook
01 Feb 2019
Save and restore a Tensorflow model using Keras for continuous model training
How to run fit function multiple time and improve the model?
30 Jan 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
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