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peppyguy's Projects

grocery_sales_forecasting icon grocery_sales_forecasting

This project is based on a challenge posted on kaggle.com. It is about prediction product sales for Corporación Favorita(CF) . CF is one of the Ecuadorian-based grocery retailers, operating hundreds of stores, with over 200,000 different products which includes perishable products also such as egg,milk etc. They need good estimated sale of each product so that they can purchase and update inventory accordingly. This estimate eventually benefits two ways to FC. One, help FC not to overstock under popular products specifically perishables and another is have enough inventory in anytime for each product so that customers do not disappointed because not having stock of product.

imputation icon imputation

R package for data imputation. Fills missing values in a numeric matrix

kcomp icon kcomp

Demonstration of parametric bootstrap to find k for kmeans

machine-learning-capstone-project icon machine-learning-capstone-project

This is the final project for the Udacity Machine Learning Nanodegree: Predicting article retweets and likes based on the title using Machine Learning

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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