Name: STFC Summer School on Data Intensive Science 2021
Start: 2021-09-13T09:00:00+01:00
End: 2021-09-17T17:30:00+01:00
Location: Online

STFC Summer School on Data Intensive Science 2021

from Monday, September 13, 2021 (9:00 AM) to Friday, September 17, 2021 (5:30 PM)

Monday, September 13, 2021

10:00 AM Building blocks of CNN-(Speaker: Himanshu Arora)
Building blocks of CNN-(Speaker: Himanshu Arora)
10:00 AM - 11:30 AM
Room: https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09

Introduction to Deep Learning- (Speaker:Twin Karmakharm)
Introduction to Deep Learning- (Speaker:Twin Karmakharm)
10:00 AM - 11:30 AM
Room: https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09

11:30 AM Break
Break
11:30 AM - 12:00 PM

12:00 PM Image classification in Astronomy-(Speaker: Himanshu Arora)
Image classification in Astronomy-(Speaker: Himanshu Arora)
12:00 PM - 1:30 PM
Room: https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09

Introduction to Deep Learning part 2-(Speaker: Twin Karmakharm)
Introduction to Deep Learning part 2-(Speaker: Twin Karmakharm)
12:00 PM - 1:30 PM
Room: https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09

1:30 PM Break
Break
1:30 PM - 2:30 PM

2:30 PM Machine Learning as a tool for positive impact: case studies from climate change-(Speaker: Sasha Luccioni)
Machine Learning as a tool for positive impact: case studies from climate change-(Speaker: Sasha Luccioni)
2:30 PM - 3:20 PM

3:20 PM Machine learning in Particle Physics -(Speaker: Kyle Cranmer)
Machine learning in Particle Physics -(Speaker: Kyle Cranmer)
3:20 PM - 4:10 PM

4:10 PM Options and Volatility Trading-(Speaker: Robbert Pullen)
Options and Volatility Trading-(Speaker: Robbert Pullen)
4:10 PM - 5:00 PM
Tuesday, September 14, 2021

10:00 AM HPC - (Speaker: Alastair Basden)
HPC - (Speaker: Alastair Basden)
10:00 AM - 11:30 AM
Room: Session B

Introduction to Machine Learning with PyTorch-(Speaker: Jonathan Frawley)
Introduction to Machine Learning with PyTorch-(Speaker: Jonathan Frawley)
10:00 AM - 11:30 AM
Room: Session A

11:30 AM Break
Break
11:30 AM - 12:00 PM

12:00 PM Accelerating Applications with CUDA C/C++(Speaker: Richard Regan)
Accelerating Applications with CUDA C/C++(Speaker: Richard Regan)
12:00 PM - 1:30 PM
Room: Session B please can you spend a few minutes preparing for this course. • If you have not got a Nvidia account please go to http://courses.nvidia.com/join and register, this is free. • visit the get ready page from Nvidia: https://developer.nvidia.com/dli/getready

Introduction to Machine Learning with PyTorch part 2-(Speaker: Jonathan Frawley)
Introduction to Machine Learning with PyTorch part 2-(Speaker: Jonathan Frawley)
12:00 PM - 1:30 PM

1:30 PM Break
Break
1:30 PM - 2:30 PM

2:30 PM Probabilistic programming: a software engineering perspective-(Speaker: Antonio Filieri ):
Probabilistic programming: a software engineering perspective-(Speaker: Antonio Filieri ):
2:30 PM - 3:20 PM
Room: Plenary Zoom room

3:20 PM A primer to statistical dosimetry-(Speaker: Jochen Einbeck)
A primer to statistical dosimetry-(Speaker: Jochen Einbeck)
3:20 PM - 4:10 PM

4:10 PM OOps I created a data science company-(Speaker: Esther Gillespie)
OOps I created a data science company-(Speaker: Esther Gillespie)
4:10 PM - 5:00 PM
Wednesday, September 15, 2021

10:00 AM Probabilistic Programming 1: Fitting a Model to Data 9-(Speaker: James Nightingale)
Probabilistic Programming 1: Fitting a Model to Data 9-(Speaker: James Nightingale)
10:00 AM - 11:30 AM
Room: Session B Zoom room

Version Control with Git and GitHub-(Speaker: Alison Clarke)
Version Control with Git and GitHub-(Speaker: Alison Clarke)
10:00 AM - 11:30 AM
Room: Session A Zoom room

11:30 AM Break
Break
11:30 AM - 12:00 PM

12:00 PM Probabilistic Programming 2: Application To Astronomy (Speaker:James Nightingale)
Probabilistic Programming 2: Application To Astronomy (Speaker:James Nightingale)
12:00 PM - 1:30 PM
Room: Session B Zoom room

Version Control with Git and GitHub-(Speaker: Alison Clarke)
Version Control with Git and GitHub-(Speaker: Alison Clarke)
12:00 PM - 1:30 PM
Room: Session A Zoom room

1:30 PM Break
Break
1:30 PM - 2:30 PM

2:30 PM Opportunities for AI in neonatal health care-(Speaker: Prakash Loganathan) & The role of Artificial Intelligence in Data-driven Horticulture-(Speaker: Alvaro Orsi)
Opportunities for AI in neonatal health care-(Speaker: Prakash Loganathan) & The role of Artificial Intelligence in Data-driven Horticulture-(Speaker: Alvaro Orsi)
2:30 PM - 3:20 PM

3:20 PM Geometric deep learning-(Speaker: Michael Bronstein)
Geometric deep learning-(Speaker: Michael Bronstein)
3:20 PM - 4:10 PM
Room: Plenary Zoom room

4:10 PM

4:10 PM - 5:00 PM
Room: Plenary Zoom room
Thursday, September 16, 2021

10:00 AM Bayesian statistics-(Speaker: Florent Leclercq)
Bayesian statistics-(Speaker: Florent Leclercq)
10:00 AM - 11:30 AM
Room: Session A Zoom room

Deep Learning with Bayesian Principles-(Speaker: Emtiyaz khan)
Deep Learning with Bayesian Principles-(Speaker: Emtiyaz khan)
10:00 AM - 11:30 AM
Room: Session B Zoom room

11:30 AM Break
Break
11:30 AM - 12:00 PM

12:00 PM Bayesian statistics-(Speaker: Florent Leclercq)
Bayesian statistics-(Speaker: Florent Leclercq)
12:00 PM - 1:30 PM
Room: Session A Zoom room

TDD and How to Program Well-(Speaker: Richard Hayes)
TDD and How to Program Well-(Speaker: Richard Hayes)
12:00 PM - 1:30 PM
Room: Session B Zoom room

1:30 PM Break
Break
1:30 PM - 2:30 PM

2:30 PM From Galaxies to Galacticos (via GDP)-(Speaker: Laurie Shaw)
From Galaxies to Galacticos (via GDP)-(Speaker: Laurie Shaw)
2:30 PM - 3:20 PM
Room: Plenary Zoom room

3:20 PM Sparsity in Neural Networks-(Speaker: Michela Paganini)
Sparsity in Neural Networks-(Speaker: Michela Paganini)
3:20 PM - 4:10 PM

4:10 PM Learning symbolic equations with inductive bias-(Speaker: Shirley Ho)
Learning symbolic equations with inductive bias-(Speaker: Shirley Ho)
4:10 PM - 5:00 PM
Friday, September 17, 2021

10:30 AM

10:30 AM - 12:30 PM
Room: Plenary Zoom room

12:30 PM Break
Break
12:30 PM - 1:30 PM

1:30 PM Speaker: Robbert Pullen, Jiashen Liu & Pietrobon
Speaker: Robbert Pullen, Jiashen Liu & Pietrobon
1:30 PM - 5:00 PM
Room: Plenary Zoom room

Choose timezone