Dave Cote, M.Sc. – Medium

Dave Cote, M.Sc.

Dave Cote, M.Sc.

Hybrid (multimodal) neural network architecture : Combination of tabular, textual and image inputs…

Can we simultaneously train both structured and unstructured data in the same neural network model while optimizing the same target ?

Nov 18, 2022

Hybrid (multimodal) neural network architecture : Combination of tabular, textual and image inputs…

Nov 18, 2022

Dave Cote, M.Sc.

Experimenting Confusion Matrix for Regression — A powerfull model analysis tool

Continuous data is measured while discrete data is counted… Is it possible to extend the use of confusion matrix for regression problems ?

May 24, 2022

Experimenting Confusion Matrix for Regression — A powerfull model analysis tool

May 24, 2022

Dave Cote, M.Sc.

Hands-On Advanced Deep Learning Time Series Forecasting with Tensors

There are billions of deep learning forecasting tutorials out there (exagerating a bit). So what’s special about this one?

Apr 4, 2022

Hands-On Advanced Deep Learning Time Series Forecasting with Tensors

Apr 4, 2022

Dave Cote, M.Sc.

RdR score metric for evaluating time series forecasting models

In this text, I will propose you an experimental technic to evaluate the performance of time series forecasting models but before, we will…

Feb 8, 2022

RdR score metric for evaluating time series forecasting models

Feb 8, 2022

Dave Cote, M.Sc.

Demonstrating the power of feature engineering — Part II: How I beat XGBoost with Linear Regression!

Yes, you read correctly!

Feb 8, 2022

Demonstrating the power of feature engineering — Part II: How I beat XGBoost with Linear Regression!

Feb 8, 2022

Dave Cote, M.Sc.

Visualization trick for multivariate regression problems

In a univariate regression problem, it is easy to see the model decision function / how your model is generalizing the problem by doing a…

Feb 8, 2022

Visualization trick for multivariate regression problems

Feb 8, 2022

Dave Cote, M.Sc.

Demonstrating the power of feature engineering — Part I

Feature engineering is often under-estimated in a machine-learning project. Many Data Science practitioners will go through this step too…

Feb 8, 2022

Demonstrating the power of feature engineering — Part I

Feb 8, 2022

Dave Cote, M.Sc.

Made Easy — Mixture Density Network for multivariate Regression

In this article, I will first explain briefly what a MDN is and then give you the python code to make your own MDN model with only a few…

Feb 8, 2022

Made Easy — Mixture Density Network for multivariate Regression

Feb 8, 2022

Dave Cote, M.Sc.

Dave Cote, M.Sc.

Data Scientist in an insurance company. More than 10 years in Data Science and for delivering actionnable « Data-Driven » solutions.

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