Home Travel Viz Tutorials

We've got some learning to do

Python for R Enthusiasts

Using Python in R Studio
Data Type Comparison
Saving Your Data
Intro into Pandas
Advanced Filtering
Advanced Group Bys
Combining Data Frames

Building a Python Package

Writing Your First Class
Classes 201
Functions 101
Functions 201
Putting it all in a Package
Using Poetry to Make it Executable
Testing Code with Pytest

Flask on Raspberry Pi

Linux and Git: Setting Up Your Workspace
HTML and CSS: Creating a Static Site
Bootstrap: A CSS Facelift
Local Hosting pt. I: Raspberry Pi as a Server
Flask pt. I: Your First Flask App
Flask pt. II: Templating with Jinja2
Local Hosting pt. II: Flask and Apache
Local Hosting pt. III: Port Fowarding

Docker and CI/CD

Baby's First Containers
Managing a Docker Container
Flask and Docker
Poetry and Docker
Docker Hub
Github Actions

Machine Learning

p values
Linear Regression
K-means Clustering
Classification Tree

Graph Data Science

Path Finding: Dijkstra's Algo
Centrality I: Basic Centrality
Centrality II: PageRank
Communities I: Connected Components
Communities II: Modularity
Communities III: Louvain
Link Prediction
Topological Sort