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Machine Learning and AI for Scientists Tutorials (MAST)

US/Eastern
Description

Machine learning and data science-driven techniques have proven to be transformative methods in the last decade. Lying at the heart of Brookhaven National Laboratory (BNL) and the Department of Energy's computational initiatives, we believe that the applications of these techniques have major potential in almost every field of science. To this end, the Computational Science Initiative (CSI) recently christened the Center for Computing Sciences Education and Support (CCSES) program to help enable BNL personnel and their collaborators leverage machine learning and data-driven methods to accelerate their own research. As one of the first efforts made by CCSES, we are excited to present the first of a three-part tutorial series on AI and machine learning. This first series, intended for beginners in software and/or machine learning, will cover the following introductory topics:

  1. Basic Python, including installation and usage
  2. Basic NumPy (numerical Python), including usage and best practices
  3. Introduction to Machine Learning 
  4. Introduction to automatic gradient-enabled tensors using PyTorch, and your first neural networks
  5. A first use case: convolutional neural networks for image classification

The intermediate and advanced tutorial series will be coming in the near future. 

The speakers for this beginner series are early-career researchers in CSI's machine learning group.

Speakers: 

  • David Dakota Blair
  • Matthew Carbone
  • Yi Huang
  • Sandeep Mittal 
  • Yihui (Ray) Ren 

Organizing Committee:

  • Matthew Carbone 
  • Nicholas D'Imperio 
  • Meifeng Lin
  • Shinjae Yoo

Notice: This event falls under Exemption D (Formal classroom training held at Federal facilities, which does not exhibit indicia of a formal conference as outlined in the Conference/Event Exemption Request Form.) Participation is contingent on application acceptance.

Event ID: E000003974

Registration
Registration
Participants
  • Abdul Rumaiz
  • Abid Malik
  • Alan Melendez
  • Alberta Aryee
  • Alexey Suvorov
  • Alfredo Bueno Lopez
  • AM Milinda Abeykoon
  • Amol Jaikar
  • Ana Sofia Nunes
  • Ananya Paul
  • Andrea Mattera
  • Andrea Scarpelli
  • Andres Castiblanco
  • Aniket Raut
  • Anthony Franco
  • Aryzbe Najera
  • Ashwanth Subramanian
  • Athi Varuttamaseni
  • Bertha Chavez
  • Bianca Ortega
  • Brandon Catalano
  • Brandon Yalin
  • Brett Viren
  • Britney Campbell
  • Burcu Karagoz
  • Chang-Jun Liu
  • Chang-Yong Nam
  • Cheng-Hung Lin
  • Cherese Winstead
  • Chernor Jalloh
  • Chloë Bullard
  • Chonghang Zhao
  • Chris Morse
  • Chris Pinkenburg
  • Christie Nelson
  • CHUNTIAN CAO
  • Cormac Killeen
  • Curtis Gaskins
  • danny ramos
  • Daryl Yang
  • David Adams
  • David Kapukchyan
  • Dean Yen
  • Deepali Sharma
  • Derong Xu
  • Derrick Swinton
  • Deyu Lu
  • Diana Patricia Mendez Mendez
  • Die Wang
  • Dimiru Tadesse
  • Ding Chen
  • Dmitry Kalinkin
  • Donnie Mason
  • Eaglekumar Tarpara
  • Elisha Siddiqui
  • Elizabeth Brost
  • Elizabeth Ricard-McCutchan
  • enrique ceballos
  • Eric Raguzin
  • Estella Yee
  • Evan Perez
  • Fanchen Meng
  • Filiberto Bonini
  • Forrest Bowling
  • Galathara (Mahendra) Kahanda
  • Georgios Iakovidis
  • German Martinez
  • Gihan Kwon
  • Giovanni Pinaroli
  • Hacene Boukari
  • Hallie Marshall
  • Hanfei Yan
  • haoyan fang
  • Hector Erives
  • Henry Lovelace III
  • Honghu Zhang
  • Hongxia Zhang
  • Hongxing Zhang
  • Houk Jang
  • Huan Feng
  • Hubertus van Dam
  • Hui Chen
  • Hui Liu
  • Hui Zhong
  • Ian Harding
  • Itzhak Tserruya
  • Jacqueline Reyes
  • James Mills
  • Jantana Keereetaweep
  • Jason Wang
  • Jennefer Maldonado
  • Jesus Lopez
  • Jesus Marquez
  • Jin Chai
  • Joe Osborn
  • john Heiser
  • Joshua Delira
  • Joshua Gale
  • Joshua Patterson
  • Julian Martinez
  • Jung Lee
  • Junying Li
  • Kahil Holmes
  • Kaifeng Zheng
  • Kaixi Deng
  • Karen Johnson
  • Kayode DADA
  • Khanh Huang
  • Kiesha Pierre
  • Kim Ely
  • Klaus Dehmelt
  • Kolja Kauder
  • Kun Qian
  • Kyle Kulmatycski
  • Lap-yan Cheng
  • Lee Flader
  • Liguo Wang
  • Lily Liang
  • Linh Nguyen
  • Lizvette Santibanez
  • Long Ma
  • Longlong Wu
  • Luis Ortuno Macias
  • Lukas Baker
  • Luolin Shi
  • Lynn Ma
  • Maksim Rakitin
  • Mark Dean
  • Martin Purschke
  • Mary Bishai
  • Matthew Carbone
  • Matthew Whitaker
  • Matthieu Valette
  • Maxim Potekhin
  • Md Rahman
  • Medani Sangroula
  • Mehmet Topsakal
  • Meifeng Lin
  • Mickey Chiu
  • Miguel Velez-Reyes
  • Mikhail Titov
  • Ming Liu
  • Minnie Park
  • Mitra Asadi
  • Mohamed BOUKHICHA
  • Muhammad Mominur Rahman
  • Nate Maytan
  • Nathalie Bouet
  • Nathaphon Yu King Hing
  • Nicholas D'Imperio
  • Nicholas Marcella
  • Nicolas Grosjean
  • Nicole Medaglia
  • Nii Tawiah
  • Nikhil Tiwale
  • Ning Rui
  • Niraj Aryal
  • Nisar Nellikunnummel
  • Nisha Verma
  • Noel Blackburn
  • Oksana Ivashkevych
  • Patryk Wasik
  • Peter Khalifah
  • Prahlad Kumar Routh
  • Rebecca Trojanowski
  • Sam Clark
  • Sandeep Miryala
  • Sanghwa Park
  • sangkook choi
  • Sebastian Russell
  • Sergio Cabrera
  • Seth Nemesure
  • shana Prifte
  • Sheimy Paz
  • Shinjae Yoo
  • Shrish Patel
  • Shuaijun Li
  • Sigrid Smith
  • Sooyeon Hwang
  • Sophie D'Halleweyn
  • Spencer Reisbick
  • Stacyann Nelson
  • stefania stucci
  • Steven Arias
  • Sudip Pandey
  • Suji Park
  • Taehun Kim
  • Takao Sakaguchi
  • Tianqiao Zhao
  • Tiffany Victor
  • Timothy Rinn
  • Tonica Valla
  • Tony Bollinger
  • upendra Rohatgi
  • Vanessa Lopez-Marrero
  • Veniece Keene
  • Vivek Bhartiya
  • Wei Chen
  • Wei Wan
  • wei wang
  • Weihe Xu
  • Weihu Ma
  • Wenqiang Gu
  • Will Kalderon
  • William Behrens
  • Xi Yang
  • Xianghui Xiao
  • Xiaoyang Liu
  • Xuan Li
  • Yang Yang
  • yao nian
  • yi zhang
  • Yichen Li
  • Yulong Wang
  • Yusu Wang
  • Zengyi Du
  • Zhen Wang
  • Zhenhua Xie
  • Zilong Chang
  • Zoya Shafique