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davidrsch/README.md

David Díaz Rodríguez

Developing Data Science, AI, and Machine Learning tools with R and Python.

Email LinkedIn ORCID ResearchGate

I am a data scientist and developer focused on artificial intelligence, machine learning, and data visualization. My work spans deep learning frameworks, time series forecasting, and environmental data analytics. These projects are built primarily with R, Python, and Shiny.

R Python Quarto Shiny Tidymodels scikit-learn Keras TensorFlow SQL Git GitHub Actions

  

🌍 Environmental & Global Impact

Data-driven applications and interactive visualizations designed to promote environmental awareness and explore global climate data.

GHG Emissions Dashboard

🛠️ Developer Tools & Productivity

Extensions and tools tailored to streamline the development workflow, specifically targeting the R and Python data science ecosystems.

Shiny Frameworks

🧠 Data Science & AI Tools

Specialized packages and interactive applications for machine learning, deep neural networks, and robust time series forecasting models.

Kerasnip LSTM Univariate App LSTM Regression Explorer

📚 Spanish R Translations

Collaborative localization projects dedicated to bringing essential R and Data Science knowledge to the global Spanish-speaking community.








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    A repository with a simple example about how to launch a dev container in Positron IDE using DevPod

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  2. kerasnip kerasnip Public

    A bridge between the keras and tidymodels frameworks

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    A web app made with R for the implementation of vanilla LSTM networks for univariate time series forecasting.

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    App to carry out simple experiments of the use of LSTM networks in time series forecasting. It allows users to solves univariate and multivariate regression problems by testing different set of fea…

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  5. r4ds-es r4ds-es Public

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  6. advr-es advr-es Public

    My personal spanish translation "Advanced R"

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