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USF-Data Science
Established in 2016, the Data Institute at USF serves as the umbrella organization for data science research and programming at the University of San Francisco. We offer MS Data Science, BS Data Science and continuing education certificates.
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mAIstory: Fine-tuning Gemma for storytelling
mAIstory: Fine-tuning Gemma for storytelling
A small language model, synthetic data, fine-tuning, and LoRA — what could go wrong!?
Victor
Nov 8
Meet the USF Cohort 13 Co-Ambassadors and Social Media Coordinator!
Meet the USF Cohort 13 Co-Ambassadors and Social Media Coordinator!
Hi everyone! This is Leah Ashebir, Rebekah Zhou, the Cohort 13 co-ambassadors, and Jennifer Tran, the Social Media Coordinator for the M.S…
Leah Ashebir
Oct 17
A deep-learning-based medical coding assistant
A deep-learning-based medical coding assistant
TL;DR
Koushal S Modi
Aug 15
Reinvesting in Myself During the AI Gold Rush
Reinvesting in Myself During the AI Gold Rush
A little more than a year ago — amidst the ChatGPT craze — I made the decision to reinvest in myself in the fast-evolving world of AI. I…
Jay Chung
Jun 25
Quantization Fundamentals for Model Compression
Quantization Fundamentals for Model Compression
Why do we need Quantization?
Emily Yin
Jun 7
Where Rubber Meets the Road
Where Rubber Meets the Road
AI Entrepreneurship is one of the last courses in the USF’s Master of Science in Data Science curriculum taught by Uri Schonfeld. This…
Jay Chung
May 17
Practicum Spotlight #2
Practicum Spotlight #2
In continuation of our ongoing Practicum Spotlight series, I had the privilege of sitting down with more students from the MSDS program at…
Jay Chung
May 17
A LangChain chatbot using PDFs
A LangChain chatbot using PDFs
Table of j
Param Mehta
Feb 1
Choosing the Right Metric for Evaluating Machine Learning Models — Part 2
Choosing the Right Metric for Evaluating Machine Learning Models — Part 2
Second part of the series focussing on classification metrics
Alvira Swalin
May 2, 2018
Practicum Pride: TruSTAR
Practicum Pride: TruSTAR
Viviana Márquez came to the MSDS program with a Bachelors in Mathematics and Neha Tevathia came to the MSDS program with a Bachelors of…
Victoria Suarez
Dec 4, 2018
Data Visualization — Lazy Approach
Data Visualization — Lazy Approach
EDA (Exploratory Data Analysis) and Visualization no doubt are crucial steps in the data science working process. For example in Kaggle…
Geoffrey Hung
Mar 15, 2020
Mastering EDA & Visualization and Probability & Statistics in the MSDS Boot Camp: Insights from…
Mastering EDA & Visualization and Probability & Statistics in the MSDS Boot Camp: Insights from…
We had the opportunity to explore one of the three MSDS boot camp courses. Today, we are excited to have Shan Wang guide us through the EDA…
Aline A
Jul 21, 2023
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