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Ricardo J. Serrano's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

a-comprehensive-ml-workflow-for-regression-methods icon a-comprehensive-ml-workflow-for-regression-methods

This is a comprehensive ML workflow for regression methods, I have tried to help Fans of Machine Learning with how to face machine learning regression problems. and I think it is a great opportunity for who want to learn machine learning workflow with python completely.

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

andrew_machine_learning_r icon andrew_machine_learning_r

This repository, which is work in progress, contains R versions of Andrew Ng's Machine Learning programing exercies.

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

basic_xai icon basic_xai

Basic XAI analyses, related to ResponsibleML blog series

bayesrules icon bayesrules

R package for Supplemental Materials for the Bayes Rules! Book

bayestestr icon bayestestr

:ghost: Utilities for analyzing Bayesian models and posterior distributions

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