Josh Zastrow's repositories
Epicor-SQL-queries
a collection of SQL queries to the Epicor ERP system for interesting manufacturing data.
Transfer-Learning
building a data pipeline to feed data through several transfer learning models
Object-Detection
Object Detection with ResNet Transfer Learning Model on PASCAL dataset
Boston-Housing-Price
Predictive Modeling on the Boston Housing dataset
failure-detection
Machine Learning methods for early failure detection
algorithms
Algorithms to solve a variety of classic computer science problems
caml-doc-classifier
multilabel classification of EHR notes
CIFAR10
Image Recognition on CIFAR10 dataset using CNN model architecture
courses
fast.ai Courses
docker-react
Dockerized React App
fastbook
Draft of the fastai book
Google-Analytics
Google Analytics Customer Revenue Kaggle Competition:
Insight-data-engineering
Data Engineer challenge
josh-meets-computer
Josh Zastrow's personal portfolio website
joshzastrow.github.io
Personal website
market-basket-recommender
Recommender system design and implementation for Instacart basket analysis
personality-analysis
Comparables Analysis using Big 5 personality test results
pipelines
Machine Learning Pipelines for Kubeflow
PromiseDate
An A.I system for prediction Manufacturing Lead Times
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
shox
ETL Pipeline for processing scraped web data and preparation for loading
simple-tech-challenges
Holds instructions and datasets for simple tech challenges
thought-librarian
🤖 An assistant for organizing, recalling, and expanding thought
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Zappa
Serverless Python