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Hyperparameter Tuning Tensorflow 2 Models with Keras-Tuner

Hyperparameter Tuning Tensorflow 2 Models with Keras-Tuner

Generating deep learning model is highly experimental by nature and design. This experimental feature is also one of the biggest pains of…
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Bernard Brenyah
How To Deploy Tensorflow 2.0 Models As An API Service With FastAPI & Docker

How To Deploy Tensorflow 2.0 Models As An API Service With FastAPI & Docker

Machine learning models are meant to be deployed. For some reason, coverage on the deployment of machine learning models is very thin. It…
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Bernard Brenyah
Implementing The Model Selection Triple With SKlearn’s Machine Learning Classification Pipelines &…

Implementing The Model Selection Triple With SKlearn’s Machine Learning Classification Pipelines &…

In their paper in 2016, Kumar et al. advanced for machine learning practitioners in their paper titled “Model Selection Management Systems…
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Bernard Brenyah
Coinsta: A Python Package for Cryptocurrency Data

Coinsta: A Python Package for Cryptocurrency Data

The long wait is over! As promised in an earlier post, I have resumed blogging after taking some time off to deal with some academic and/…
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Bernard Brenyah
Guess who is back again?

Guess who is back again?

This post will be the shortest post on this blog. It has been a while! I had to take care of some academic duties. I apologise for the long…
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Bernard Brenyah
Setting up a Bollinger Band with Python

Setting up a Bollinger Band with Python

So what are Bollinger Bands?
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Bernard Brenyah
CAPM Analysis: Calculating stock Beta as a Regression with Python

CAPM Analysis: Calculating stock Beta as a Regression with Python

Capital Asset Pricing Model (CAPM) is an extension of the Markowitz’s Modern Portfolio Theory. This model was developed by the independent…
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Bernard Brenyah
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