Phil Chambers's Projects
Various documents and files for various admin tasks
Labs demonstrating how to use Python with Azure, Visual Studio Code, GitHub, Windows Subsystem for Linux, and more!
Collection of CSV data on US states for Pandas merge demos
Data visualization in Python with Matplotlib & Seaborn
Data cleaning, Tokenization, Regular Expressions and Pandas guide.
Data Science Feature Engineering and Selection Tutorials
Statistics course for JHU Genomic Data Science Sequence
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Illumina NGS data analysis for the four genes (BRAF, KRAS, NRAS and PIK3CA) that may cause EGFR inhibitor resistance
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Python Data Science Handbook: full text in Jupyter Notebooks
Solutions for projects.
This repo is for demonstration purposes only.