walter-ullon Goto Github PK
Name: Walter Ullon
Type: User
Bio: Data Scientist at Fintech.
Twitter: WalterUllon
Location: Bethlehem Township, PA
Blog: https://walterullon.com/
Walter Ullon's Projects
analytics-stories
Case studies (in python) from Wayne L. Winston's book "Analytics Stories".
basic-algorithms
Basic algorithms and data structures (python).
bayesian_methods
Collection of notebooks exploring the application of Bayesian Methods to various datasets using PyMC
feature_engineering_bookcamp
Application and development of feature engineering pipelines to datasets from industry
forecasting_notebooks
Application of forecasting modeling techniques to various use-cases in industry and science. Sources include "Advanced Forecasting with Python" by Korstanje, and "Data Science for Supply Chain Forecasting" by Vanderput.
machine-learning
Several examples of implementation of classic Machine Learning Algorithms in R and python.
marketing_analytics_notebooks
Collection of notebooks exploring the application of data science and forecasting techniques to various datasets from industry. Use cases explored include popular datasets in the literature of these models, as well as the ones found in the sources. While we follow the general gist of specific chapters, we enrich each case under consideration by incorporating modern techniques from other sources as well as from personal, professional, and academic experience.
moviegeek
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
nlp_notebooks
Several NLP implementations to datasets using techniques as seen in "Blueprint For Text Analytics Using Python" by Albrecht, Ramachandran, and Winkler.
pdes-numerical
Some code for the numerical solution of classic PDEs (Matlab).
peloton-dashboard
Peloton dashboard app built with Plotly and Streamlit.
practical_recommender_systems
Selected chapters and case studies (in python only) of Kim Falk's book: Practical Recommender Systems.
project-euler
Code for the solution of some of the problems as found in the Project Euler website (mathematics/comp sci).
stochastic-allee
Simulation of population model with Allee Effect (Matlab)
stochastic-sis
SIS Epidemic model simulation with Gillespie's algorithm (Matlab)
tpot_auto_ml
Auto ML notebooks with TPOT (Tree-based Pipeline Optimization Tool)
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