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, 13 September 2021 (09:00) to Friday, 17 September 2021 (17:30)

Monday, 13 September 2021

10:00 Building blocks of CNN-(Speaker: Himanshu Arora)
Building blocks of CNN-(Speaker: Himanshu Arora)
10:00 - 11:30
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 - 11:30
Room: https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09

11:30 Break
Break
11:30 - 12:00

12:00 Image classification in Astronomy-(Speaker: Himanshu Arora)
Image classification in Astronomy-(Speaker: Himanshu Arora)
12:00 - 13:30
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 - 13:30
Room: https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09

13:30 Break
Break
13:30 - 14:30

14:30 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)
14:30 - 15:20

15:20 Machine learning in Particle Physics -(Speaker: Kyle Cranmer)
Machine learning in Particle Physics -(Speaker: Kyle Cranmer)
15:20 - 16:10

16:10 Options and Volatility Trading-(Speaker: Robbert Pullen)
Options and Volatility Trading-(Speaker: Robbert Pullen)
16:10 - 17:00
Tuesday, 14 September 2021

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

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

11:30 Break
Break
11:30 - 12:00

12:00 Accelerating Applications with CUDA C/C++(Speaker: Richard Regan)
Accelerating Applications with CUDA C/C++(Speaker: Richard Regan)
12:00 - 13:30
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 - 13:30

13:30 Break
Break
13:30 - 14:30

14:30 Probabilistic programming: a software engineering perspective-(Speaker: Antonio Filieri ):
Probabilistic programming: a software engineering perspective-(Speaker: Antonio Filieri ):
14:30 - 15:20
Room: Plenary Zoom room

15:20 A primer to statistical dosimetry-(Speaker: Jochen Einbeck)
A primer to statistical dosimetry-(Speaker: Jochen Einbeck)
15:20 - 16:10

16:10 OOps I created a data science company-(Speaker: Esther Gillespie)
OOps I created a data science company-(Speaker: Esther Gillespie)
16:10 - 17:00
Wednesday, 15 September 2021

10:00 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 - 11:30
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 - 11:30
Room: Session A Zoom room

11:30 Break
Break
11:30 - 12:00

12:00 Probabilistic Programming 2: Application To Astronomy (Speaker:James Nightingale)
Probabilistic Programming 2: Application To Astronomy (Speaker:James Nightingale)
12:00 - 13:30
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 - 13:30
Room: Session A Zoom room

13:30 Break
Break
13:30 - 14:30

14:30 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)
14:30 - 15:20

15:20 Geometric deep learning-(Speaker: Michael Bronstein)
Geometric deep learning-(Speaker: Michael Bronstein)
15:20 - 16:10
Room: Plenary Zoom room

16:10

16:10 - 17:00
Room: Plenary Zoom room
Thursday, 16 September 2021

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

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

11:30 Break
Break
11:30 - 12:00

12:00 Bayesian statistics-(Speaker: Florent Leclercq)
Bayesian statistics-(Speaker: Florent Leclercq)
12:00 - 13:30
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 - 13:30
Room: Session B Zoom room

13:30 Break
Break
13:30 - 14:30

14:30 From Galaxies to Galacticos (via GDP)-(Speaker: Laurie Shaw)
From Galaxies to Galacticos (via GDP)-(Speaker: Laurie Shaw)
14:30 - 15:20
Room: Plenary Zoom room

15:20 Sparsity in Neural Networks-(Speaker: Michela Paganini)
Sparsity in Neural Networks-(Speaker: Michela Paganini)
15:20 - 16:10

16:10 Learning symbolic equations with inductive bias-(Speaker: Shirley Ho)
Learning symbolic equations with inductive bias-(Speaker: Shirley Ho)
16:10 - 17:00
Friday, 17 September 2021

10:30

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

12:30 Break
Break
12:30 - 13:30

13:30 Speaker: Robbert Pullen, Jiashen Liu & Pietrobon
Speaker: Robbert Pullen, Jiashen Liu & Pietrobon
13:30 - 17:00
Room: Plenary Zoom room