STFC Summer School on Data Intensive Science 2021

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

13 Sept 2021, 09:00 → 17 Sept 2021, 17:30 Europe/London

Online

Carlton Baugh, Shufei Rowe (Durham University)

Description

This STFC-funded school will provide PhD students with training in data intensive science skills to support their research, help them undertake successful industrial placements a success and prepare them for careers after the PhD. The event will consist of hands-on workshops, plenary talks, group discussions and a hack day. Workshops will operate in parallel and will be pitched at PhD students with different levels of training and skillsets.

To provide certainty in light of the ongoing COVID-19 pandemic and to embrace the positive aspects that have emerged after a year of remote working and meetings, this event will be online.

Registration will open on 21 Jul 2021 and will remain open until 31 Aug 2021

The previous school in this series was hosted by LIV.DAT in Liverpool in Sept 2020

This event is supported by the STFC under agreement No 4070290561

Contact

shufei.rowe@durham.ac.uk

Participants

133 View full list

Monday 13 September
- Parallel sessions 1: Building blocks of CNN-(Speaker: Himanshu Arora) https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09 (Zoom meeting)
  
  https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09
  
  Zoom meeting
  
  Building blocks of CNN-Himanshu Arora.pdf
- Parallel sessions 1: Introduction to Deep Learning- (Speaker:Twin Karmakharm) https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09 (Zoom Meeting)
  
  https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09
  
  Zoom Meeting
  
  Introduction to Deep Learning-Twin Karmakharm .pdf
- 11:30
  
  Break
- Parallel sessions 2: Image classification in Astronomy-(Speaker: Himanshu Arora) https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09 (Zoom Meeting)
  
  https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09
  
  Zoom Meeting
  
  Image classification in Astronomy-Himanshu Arora (2).pdf
- Parallel sessions 2: Introduction to Deep Learning part 2-(Speaker: Twin Karmakharm) https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09 (Zoom Meeting)
  
  https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09
  
  Zoom Meeting
  
  Introduction to Deep Learning-Twin Karmakharm .pdf
- 13:30
  
  Break
- Talk will start at 3pm Recorded Talk-(Live Q&A with the speaker): Machine Learning as a tool for positive impact: case studies from climate change-(Speaker: Sasha Luccioni) Zoom Meeting
  
  Zoom Meeting
  
  Durham ML-Sasha.pdf
  
  Machine Learning as a tool for positive impact-Sasha Luccioni.pdf
- Recorded Talk-(Live Q&A with the speaker): Machine learning in Particle Physics -(Speaker: Kyle Cranmer) Zoom Meeting
  
  Zoom Meeting
- Live Talk: Options and Volatility Trading-(Speaker: Robbert Pullen) Zoom Meeting
  
  Zoom Meeting
  
  Options and Volatility Trading-Robbert Pullen.pdf
Tuesday 14 September
- Parallel sessions 1: HPC - (Speaker: Alastair Basden) Session B (Zoom Meeting)
  
  Session B
  
  Zoom Meeting
  
  HPC- Alastair Basden .pdf
- Parallel sessions 1: Introduction to Machine Learning with PyTorch-(Speaker: Jonathan Frawley) Session A (Zoom Meeting)
  
  Session A
  
  Zoom Meeting
  
  Introduction to Machine Learning with PyTorch-Jonathan Frawley.pdf
- 11:30
  
  Break
- Parallel sessions 2: Accelerating Applications with CUDA C/C++(Speaker: Richard Regan) 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 (Zoom Meeting)
  
  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
  
  Zoom Meeting
  
  Accelerating Applications with CUDA CC++ Richard Regan.pdf
- Parallel sessions 2: Introduction to Machine Learning with PyTorch part 2-(Speaker: Jonathan Frawley) Session A Zoom Meeting
  
  Session A Zoom Meeting
  
  Introduction to Machine Learning with PyTorch-Jonathan Frawley.pdf
- 13:30
  
  Break
- Live Talk: Probabilistic programming: a software engineering perspective-(Speaker: Antonio Filieri ): Plenary Zoom room (Zoom Meeting)
  
  Plenary Zoom room
  
  Zoom Meeting
  
  Probabilistic programming- a software engineering perspective-Antonio Filieri.pdf
- Live Talk: A primer to statistical dosimetry-(Speaker: Jochen Einbeck) Zoom Meeting
  
  Zoom Meeting
  
  A primer to statistical dosimetry- Jochen Einbeck.pdf
- Live Talk: OOps I created a data science company-(Speaker: Esther Gillespie) Zoom Meeting
  
  Zoom Meeting
  
  OOps I created a data science company-Esther Gillespie.pdf
Wednesday 15 September
- Parallel sessions 1: Probabilistic Programming 1: Fitting a Model to Data 9-(Speaker: James Nightingale) Session B Zoom room (Zoom Meeting)
  
  Session B Zoom room
  
  Zoom Meeting
  
  Probabilistic Programming 1- Fitting a Model to Data- James Nightingale.pdf
- Parallel sessions 1: Version Control with Git and GitHub-(Speaker: Alison Clarke) Session A Zoom room (Zoom Meeting)
  
  Session A Zoom room
  
  Zoom Meeting
  
  Version Control with Git and GitHub-Alison Clarke.pdf
- 11:30
  
  Break
- Parallel sessions 2: Probabilistic Programming 2: Application To Astronomy (Speaker:James Nightingale) Session B Zoom room (Zoom Meeting)
  
  Session B Zoom room
  
  Zoom Meeting
  
  Probabilistic Programming 2 Application To Astronomy-James Nightingale.pdf
- Parallel sessions 2: Version Control with Git and GitHub-(Speaker: Alison Clarke) Session A Zoom room (Zoom Meeting)
  
  Session A Zoom room
  
  Zoom Meeting
  
  Version Control with Git and GitHub-Alison Clarke.pdf
- 13:30
  
  Break
- Recorded Talk: Opportunities for AI in neonatal health care-(Speaker: Prakash Loganathan) & The role of Artificial Intelligence in Data-driven Horticulture-(Speaker: Alvaro Orsi) ICC's youtube Channel
  
  ICC's youtube Channel
  
  https://youtu.be/t4Lalm6L7Hc https://youtu.be/-lBEo7Wk6A0
- Live talk: Geometric deep learning-(Speaker: Michael Bronstein) Plenary Zoom room (Zoom Meeting)
  
  Plenary Zoom room
  
  Zoom Meeting
- Showcase talks Plenary Zoom room
  
  Plenary Zoom room
Thursday 16 September
- Parallel sessions 1: Bayesian statistics-(Speaker: Florent Leclercq) Session A Zoom room (Zoom Meeting)
  
  Session A Zoom room
  
  Zoom Meeting
  
  Bayesian statistics-Florent Leclercq.pdf
- Parallel sessions 1: Deep Learning with Bayesian Principles-(Speaker: Emtiyaz khan) Session B Zoom room (Zoom Meeting)
  
  Session B Zoom room
  
  Zoom Meeting
  
  Deep Learning with Bayesian Principles-Emtiyaz Khan.pdf
- 11:30
  
  Break
- Parallel sessions 2: Bayesian statistics-(Speaker: Florent Leclercq) Session A Zoom room (Zoom Meeting)
  
  Session A Zoom room
  
  Zoom Meeting
  
  Bayesian statistics-Florent Leclercq.pdf
- Parallel sessions 2: TDD and How to Program Well-(Speaker: Richard Hayes) Session B Zoom room (Zoom Meeting)
  
  Session B Zoom room
  
  Zoom Meeting
  
  TDD and How to Program Well-Richard Hayes.pdf
- 13:30
  
  Break
- Live talk: From Galaxies to Galacticos (via GDP)-(Speaker: Laurie Shaw) Plenary Zoom room (Zoom Meeting)
  
  Plenary Zoom room
  
  Zoom Meeting
  
  From Galaxies to Galacticos (via GDP)- Laurie Shaw .pdf
- Live talk: Sparsity in Neural Networks-(Speaker: Michela Paganini) Zoom Meeting
  
  Zoom Meeting
  
  Sparsity in Neural Networks- Michela Paganini.pdf
- Live talk: Learning symbolic equations with inductive bias-(Speaker: Shirley Ho) Zoom Meeting
  
  Zoom Meeting
Friday 17 September
- Career panel + Q&A Plenary Zoom room (Zoom Meeting)
  
  Plenary Zoom room
  
  Zoom Meeting
- 12:30
  
  Break
- Kaggle competition: Optiver Realized Volatility Prediction (13:30-17:00): Speaker: Robbert Pullen, Jiashen Liu & Pietrobon Plenary Zoom room (Zoom Meeting)
  
  Plenary Zoom room
  
  Zoom Meeting
  
  Optiver Realized Volatility Prediction.pdf

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STFC Summer School on Data Intensive Science 2021

Online

https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09

Zoom meeting

https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09

Zoom Meeting

https://durhamuniversity.zoom.us/j/98760781958?pwd=V1RpVlhxUXhzYm93R0cvaFo4bkZUQT09

Zoom Meeting

https://durhamuniversity.zoom.us/j/98013393554?pwd=aVlXYWZtZFlveTB3bDd3aGxCTHNJZz09

Zoom Meeting

Zoom Meeting

Zoom Meeting

Zoom Meeting

Session B

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Session A

Zoom Meeting

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

Zoom Meeting

Session A Zoom Meeting

Plenary Zoom room

Zoom Meeting

Zoom Meeting

Zoom Meeting

Session B Zoom room

Zoom Meeting

Session A Zoom room

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Session B Zoom room

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Session A Zoom room

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ICC's youtube Channel

Plenary Zoom room

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Plenary Zoom room

Session A Zoom room

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Session B Zoom room

Zoom Meeting

Session A Zoom room

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Session B Zoom room

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Plenary Zoom room

Zoom Meeting

Zoom Meeting

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Plenary Zoom room

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Plenary Zoom room

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