Bayesian Optimization for Hyperparameter Tuning of Deep Learning Models

Bayesian Optimization for Hyperparameter Tuning of Deep Learning Models
to tune hyperparamters of deep learning models (Keras Sequential model), in comparison with a traditional approach — Grid Search. Bayesian Optimization Bayesian ...
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Estimating Product-Level Price Elasticities Using Hierarchical Bayesian

Estimating Product-Level Price Elasticities Using Hierarchical Bayesian
In this article, I will introduce you to hierarchical Bayesian (HB) modelling, a flexible approach to automatically combine the results ...
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Multiple Linear Regression Analysis | Towards Data Science

Multiple Linear Regression Analysis | Towards Data Science
full code for this example at the bottom of this post. Multiple regression is used when your response variable Y ...
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Understanding Random Forest using Python (scikit-learn)

Understanding Random Forest using Python (scikit-learn)
trees are a popular supervised learning algorithm with benefits that include being able to be used for both regression and ...
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How to Set the Number of Trees in Random Forest

How to Set the Number of Trees in Random Forest
Scientific publication T. M. Lange, M. Gültas, A. O. Schmitt & F. Heinrich (2025). optRF: Optimising random forest stability by ...
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Google’s New AI System Outperforms Physicians in Complex Diagnoses

Google’s New AI System Outperforms Physicians in Complex Diagnoses
going to the doctor with a baffling set of symptoms. Getting the right diagnosis quickly is crucial, but sometimes even ...
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Mastering Hadoop, Part 3: Hadoop Ecosystem: Get the most out of your cluster

Mastering Hadoop, Part 3: Hadoop Ecosystem: Get the most out of your cluster
As we have already seen with the basic components (Part 1, Part 2), the Hadoop ecosystem is constantly evolving and ...
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Nine Pico PIO Wats with Rust (Part 2)

Nine Pico PIO Wats with Rust (Part 2)
This is Part 2 of an exploration into the unexpected quirks of programming the Raspberry Pi Pico PIO with Micropython. ...
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The Gamma Hurdle Distribution | Towards Data Science

The Gamma Hurdle Distribution | Towards Data Science
Which Outcome Matters? Here is a common scenario : An A/B test was conducted, where a random sample of units ...
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