Andrew LonginTowards Data ScienceMachine Learning with Datetime Feature Engineering: Predicting Healthcare Appointment No-ShowsLet’s make features from dates and times for our models!Feb 2, 20204Feb 2, 20204
Andrew LonginTowards Data ScienceIs that a warbler? Bird classification with Keras CNN in PythonEver wondered ‘What is that bird?’Dec 11, 20191Dec 11, 20191
Andrew LonginTowards Data ScienceDetecting Heart Arrhythmias with Deep Learning in Keras with Dense, CNN, and LSTMLet’s detect abnormal heart beats from a single ECG signal!Nov 26, 201910Nov 26, 201910
Andrew LonginTowards Data SciencePredicting Hospital Readmission with Deep Learning from Scratch and with KerasLet’s use deep learning to identify patients at risk for readmission!Nov 24, 2019Nov 24, 2019
Andrew LonginTowards Data ScienceBenchmarking Python NLP TokenizersLet’s find the fastest tokenizer for NLP tasksSep 15, 20194Sep 15, 20194
Andrew LonginTowards Data ScienceUsing Machine Learning to Predict Hospital Readmission for Patients with Diabetes with Scikit-LearnLet’s use machine learning to identify patients with diabetes at risk for readmission!Oct 21, 20189Oct 21, 20189
Andrew LongGetting access to MIMIC III hospital database for data science projectsThis article is outdated. I’d recommend heading over to MIMIC page for latest instructions: https://mimic.mit.edu/docs/gettingstarted/Sep 23, 20187Sep 23, 20187
Andrew LonginTowards Data ScienceUnderstanding Data Science Classification Metrics in Scikit-Learn in PythonIn this tutorial, we will walk through a few of the classifications metrics in Python’s scikit-learn and write our own functions from…Aug 5, 20187Aug 5, 20187
Andrew LonginInsightClinical natural language processing for predicting hospital readmissionPredicting hospital readmission with discharge summaries.Jun 14, 2018Jun 14, 2018
Andrew LonginTowards Data ScienceIntroduction to Clinical Natural Language Processing: Predicting Hospital Readmission with…Doctors have always written clinical notes about their patients — originally, the notes were on paper and were locked away in a cabinet…Jun 4, 201815Jun 4, 201815