Esteban Angel's repositories
RealEstateR
Set of R tools for analyzing real estate data from Zillow and other sources.
bike_rental_analysis
The idea with this project is exploring the city bike rentals and predicting their demand with specific conditions.
crime_analytics
Shiny Dashboard of the Marshall's US crime database.
empirical-bayes-book
Introduction to Empirical Bayes: Examples from Baseball Statistics
estebanangelm.github.io
Stories/posts about data science, business and life.
facebook_posts
The idea with this project is analyzing some variables in a dataset of Facebook posts in order to predict their results.
investment_analysis
Data analysis project for understanding the patterns successful and unsuccessful companies follow.
Machine-Learning-A-Probabilistic-Perspective-Solutions
My solutions to Kevin Murphy Machine Learning Book
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
nyc_citi_bikes
Brief data analysis of NYC Citi Bikes system for testing the integration of Google BigQuery to a data science workflow.
old_blog
My personal-professional blog. All my thoughts are personal
p_toolkit_R
A toolkit for adjusting and visualizing p values
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
project_generator
Template for generating new data science projects.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
series-de-tiempo
Notas de Clase - Pronostico de series de tiempo
test_packrat
Initial tests with packrat
vjex
Kaggle competition