Welcome to LitKM! Many machine learning texts recommend blogging as a way to help one learn the discipline. So, voila. My name is Charles Dobson and I’m a lawyer experimenting with applying machine learning to litigation.
Fair warning: I am a self-taught, amateur coder, with no technical background. If you are an expert, feel free to tell me what I am doing wrong. In detail, preferably!
Posts
A README re: this Blog (Pinned Post)
Reading List: Resources I've Found Helpful (Pinned Post)
Practice Applying Magnetic Variation to Navigational Headings
How to Use Machine Learning to Categorize Dockets
How to Generate Docket Narratives for NLP Experiments
Applying Decision Trees in Litigation
Using Logistic Regression to Predict SCOTUS Judging
Using K-Nearest Neighbor to Predict SCOTUS Judging
Finding Analogous Cases with K-Nearest Neighbor
Using Machine Learning to Find Analogues in Legal Data
Cyborg Barristers: A Golden Age for Oral Advocacy
How to Load Text Files as a Corpus for NLTK in Google Colab
Parsing a Neural Network for Predicting SCOTUS Judging
Using Artificial Intelligence to Predict SCOTUS Judging