THE PROJECT COLLECTION
A collection of projects in data engineering, language, and machine learning. Explore the process, code, and ideas behind the work.
Data engineering
An end-to-end integration project for a private bank, bringing source data into a centralized Cloudera–Hadoop repository.
Natural language processing
An exploration of word similarity and the relationships between keywords through a Python notebook.
Machine learning
A machine learning notebook exploring click prediction from data preparation through modeling.
Data analysis
Exploring Instagram direct-message data to understand patterns in everyday conversations.
Machine learning
A data exploration of employee turnover and the factors associated with it.
Natural language processing
A Python notebook exploring how keywords can be organized into meaningful groups.
Data engineering
Extracting information from PDF documents for further processing and analysis.
Data engineering
A project exploring information extraction and processing from email content.