geoffswc

Covid-Test-Predictions

ML and Query based approach to predicting covid test results based on symptoms, using Carbon data

Document-Classification

using scikit-learn for sentiment analysis

geoffswc.github.io

UCSF DSI Programming Workshop Repositories

IntroToPythonPart1

Workbooks from Intro to Python Part 1. Focus on programming fundamentals, including variables, lists, loops, and conditionals

IntroToPythonPart2

Workshop notes for Intro to Python Part 2. Focus on Pandas, Graphing, and reading data from files.

Machine-Learning-NLP-Prep

python review prior to machine learning and natural language processing workshop

ML-Course-Notes

Workbooks and Visuals for a Machine Learning categorization workshop at the UCSF Library in 2018

MongoDB-Python-Workshop

Workshop notebooks and material for building, populating, and reading data from MongoDB

Python-JSON-Workshop

Workshop material for JSON and Python, using RESTful web services from the National Library of Medicine

Python-SQL-Workshop

Workshop material and notebooks for using SQL, Python, and Pandas together to analyze a dataset

geoffswc/IntroToPythonPart2

Workshop notes for Intro to Python Part 2. Focus on Pandas, Graphing, and reading data from files.

geoffswc/Document-Classification

using scikit-learn for sentiment analysis

geoffswc/IntroToPythonPart1

Workbooks from Intro to Python Part 1. Focus on programming fundamentals, including variables, lists, loops, and conditionals

geoffswc/Python-SQL-Workshop

Workshop material and notebooks for using SQL, Python, and Pandas together to analyze a dataset

geoffswc/MongoDB-Python-Workshop

Workshop notebooks and material for building, populating, and reading data from MongoDB

geoffswc/geoffswc.github.io

UCSF DSI Programming Workshop Repositories

geoffswc/ML-Course-Notes

Workbooks and Visuals for a Machine Learning categorization workshop at the UCSF Library in 2018

geoffswc/Covid-Test-Predictions

ML and Query based approach to predicting covid test results based on symptoms, using Carbon data

geoffswc/CSV-Repair

Workshop material for finding and fixing common problems in CSV or other spreadsheets

geoffswc/GCP-Auto-AI-Workshop

geoffswc/GCP-Machine-Learning-API-Workshop

Workshop material for connecting to and using ML services from the Google Cloud Platform API

geoffswc/NLP-NoMoreSilence-Workshop

Using NLP tools from Google AutoML to analyze the No More Silence Collection

geoffswc/Python-JSON-Workshop

Workshop material for JSON and Python, using RESTful web services from the National Library of Medicine

geoffswc/Python-ML-Workshop

Workshop material using Scikit-learn and SparkML for classification and regression

geoffswc/Machine-Learning-NLP-Prep

python review prior to machine learning and natural language processing workshop

geoffswc/AI-Library-Project

Artificial Intelligence and Machine Learning Library Initiative

geoffswc/College-PayScale-Analysis

geoffswc/College-Scorecard-Analysis

Analysis of College Scorecard Data from Department of Education

geoffswc/GCP-Workshop-Images

Image repository for interactive GCP demo and workshop

geoffswc/IDL-DSOS-2023

working code repository for IDL-DSOS summer 2023 project

geoffswc/IDLPublicDatasets

notes and code for creating public datasets from IDL collections

geoffswc/Images

place to put images for various image processing workbooks

geoffswc/Internet-Archives-Transcripts

geoffswc/NMS-Workshop-06-16-23

repository material for UCSF no more silence workshop

geoffswc/OpenAI-Whisper-Transcription

Using Whisper to Generate Transcriptions from Industry Documents Videos

geoffswc/PySparkMLRegression

Code Samples for working with PySpark dataframes and ML libraries

geoffswc/SQL-Workshop-Self-Cross-JOINs

geoffswc/UCSF-HathiTrust-Workshop

workbooks for UCSF Library HathiTrust workshop

geoffswc/UCTech-2023-Transcript-Generation

code and material for UCTech Presentation Bias and Data Loss Through Transcript Generation

geoffswc/YouTube-Transcript-Python