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