Past Events › Data Science
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December 2020
Introduction to Machine Learning
OVERVIEW Machine learning is becoming an increasingly popular tool in several fields, including data science, medicine, engineering, and business. This workshop will cover basic concepts related to machine learning, including…
February 2021
Introduction to Machine Learning
OVERVIEW Machine learning is becoming an increasingly popular tool in several fields, including data science, medicine, engineering, and business. This workshop will cover basic concepts related to machine learning, including…
Choosing Machine Learning Tools and Training
OVERVIEW With many languages, packages, and applications available to researchers, many wonder how to choose the correct path forward when starting a machine learning project. In this workshop, we will…
Advanced ML topics: Algorithms, writing ML code, comparing implementations
OVERVIEW This workshop is designed as a follow-up to the basic introduction to machine learning earlier in this series. We will cover several examples in Python and compare different implementations.…
Intro to Data Analytics with PySpark on the Cavium-ThunderX Cluster
OVERVIEW This course will cover 4 areas: - Overview of the Hadoop Distributed Filesystem (HDFS) - PySpark vs Pandas (similarities and differences) - Working with input/output (HDFS vs NFS) in…
May 2021
Advanced ML topics: Algorithms, writing ML code, comparing implementations
OVERVIEW This workshop is designed as a follow-up to the basic introduction to machine learning earlier in this series. We will cover several examples in Python and compare different implementations.…
October 2021
Getting Started with the Python Multiprocessing Package
OVERVIEW This workshop will provide a gentle introduction to using the multiprocessing package in Python for parallelizing and speeding up code. We will use hands-on programming exercises to demonstrate how…
Machine Learning on Great Lakes
OVERVIEW This workshop will go over methods and best practices for running machine learning applications on Great Lakes. We will briefly outline machine learning before stepping through a hands-on example…
February 2022
Getting Started with the Python Multiprocessing Package
OVERVIEW This workshop will provide a gentle introduction to using the multiprocessing package in Python for parallelizing and speeding up code. We will use hands-on programming exercises to demonstrate how…
March 2022
Machine Learning on Great Lakes
OVERVIEW This workshop will go over methods and best practices for running machine learning applications on Great Lakes. We will briefly outline machine learning before stepping through a hands-on example…