# Machine Learning from Data

## CSCI-6100

Introduction to the theory, algorithms, and applications of machine learning (supervised, reinforcement, and unsupervised) from data: What is learning? Is learning feasible? How can it be done? How can it be done well? The course offers a mix of theory, technique, and application with additional selected topics chosen from Pattern Recognition, Decision Trees, Neural Networks, RBF's, Bayesian Learning, PAC Learning, Support Vector Machines, Gaussian processes, and Hidden Markov Models.

4 credits
Cross-listed with:
CSCI-4100 Machine Learning from Data
Prereqs:
none

# Past Term Data
Offered
Not Offered
Offered as Cross-Listing Only
No Term Data
Simple View
Detailed View

| Spring | Summer | Fall
--- | --- | --- | ---
| (Session 1) | (Session 2) |
2023 |  |  | Machine Learning From Data (4c) Malik Magdon-Ismail Seats Taken: 17/64
2022 | Machine Learning From Data (4c) Uzma Mushtaque Seats Taken: 14/40 |  |
2021 | Machine Learning From Data (4c) Uzma Mushtaque Seats Taken: 19/20 |  | Machine Learning From Data (4c) Malik Magdon-Ismail Seats Taken: 37/30
2020 |  |  | Machine Learning From Data (4c) Uzma Mushtaque Malik Magdon-Ismail Seats Taken: 38/50
2019 |  |  | Machine Learning From Data (4c) Malik Magdon-Ismail Seats Taken: 37/0
2018 |  |  | Machine Learning From Data (4c) Malik Magdon-Ismail Seats Taken: 28/0
2017 |  |  | Machine Learning From Data (3c) Malik Magdon-Ismail Seats Taken: 43/100
2016 |  |  | Machine Learning From Data (3c) Malik Magdon-Ismail Seats Taken: 48/100
2015 |  |  | Machine Learning From Data (3c) Malik Magdon-Ismail Seats Taken: 42/50
2014 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 40/30
2013 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 29/20
2012 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 22/60
2011 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 26/60
2010 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 20/60
2009 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 22/60
2008 |  |  | Machine Learning (3c) Sanmay Das Seats Taken: 12/30
2007 |  |  | Machine Learning (3c) Sanmay Das Seats Taken: 8/30
2006 |  |  |
2005 |  |  |
2004 |  |  |
2003 |  |  |
2002 |  |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 13/40
2001 | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 17/30 |  | Machine Learning (3c) Malik Magdon-Ismail Seats Taken: 9/50
2000 |  |  |
1999 |  |  |
1998 |  |  |