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AI4SD Series: Machine learning summer school

AI4SD Series: Machine learning summer school
AI4SD Series: Machine learning summer school
This is a record of all of the talks from the AI4SD Machine Learning Summer School that took place in 2022:
1. Introduction to Python - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0116
2. Introduction to GitHub - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0121
3. Using RDKit - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0117
4. ML1: Mathematical Foundations for ML - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0262
5. ML2: Estimation with Machine Learning - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0263
6. ML3: Classification and Clustering - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0264
7. ML4: Linear Regression to Perceptron Convergence - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0265
8. ML5: Radial Basis Functions and Multi-Layer Perceptrons - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0266
9. Project Management & Collaborative Data Management - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0115
10. Intro to LaTeX - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0120
11. LaTeX & Overleaf - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0123
12. Ethics & Writing Ethics Applications - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0148
13. Referencing & Referencing Managers - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0114
14. Collaborative Presentations & Reports - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0139
15. Presentation Skills - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0137
16. ML6: Reinforcement Learning in Chemistry - Dr Stephen Gow (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0191
seminar series, machine learning, ML, artificial intelligence, classification, clustering, mathematics, data management, presentations, soft skills, LaTeX, python, coding, version control, Git
Kanza, Samantha
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Niranjan, Mahesan
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Knight, Nicola
fbc21e18-095e-4c1a-a4bf-6277debf5c4b
Munday, Samuel
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Gow, Stephen
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Frey, Jeremy G.
ba60c559-c4af-44f1-87e6-ce69819bf23f
Kanza, Samantha
b73bcf34-3ff8-4691-bd09-aa657dcff420
Niranjan, Mahesan
5cbaeea8-7288-4b55-a89c-c43d212ddd4f
Knight, Nicola
fbc21e18-095e-4c1a-a4bf-6277debf5c4b
Munday, Samuel
d2246425-2b7c-478e-a934-b7e3c6aee384
Gow, Stephen
922171a1-6d31-4969-9e2e-8443daff9c0c
Frey, Jeremy G.
ba60c559-c4af-44f1-87e6-ce69819bf23f

Kanza, Samantha, Niranjan, Mahesan, Knight, Nicola, Munday, Samuel and Gow, Stephen (2022) AI4SD Series: Machine learning summer school. Frey, Jeremy G. (ed.) AI4SD Machine Learning Summer School, University of Southampton, Southampton, United Kingdom. 20 - 24 Jun 2022. (doi:10.5258/SOTON/AI3SD0267).

Record type: Conference or Workshop Item (Other)

Abstract

This is a record of all of the talks from the AI4SD Machine Learning Summer School that took place in 2022:
1. Introduction to Python - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0116
2. Introduction to GitHub - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0121
3. Using RDKit - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0117
4. ML1: Mathematical Foundations for ML - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0262
5. ML2: Estimation with Machine Learning - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0263
6. ML3: Classification and Clustering - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0264
7. ML4: Linear Regression to Perceptron Convergence - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0265
8. ML5: Radial Basis Functions and Multi-Layer Perceptrons - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0266
9. Project Management & Collaborative Data Management - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0115
10. Intro to LaTeX - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0120
11. LaTeX & Overleaf - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0123
12. Ethics & Writing Ethics Applications - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0148
13. Referencing & Referencing Managers - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0114
14. Collaborative Presentations & Reports - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0139
15. Presentation Skills - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P0137
16. ML6: Reinforcement Learning in Chemistry - Dr Stephen Gow (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD0191

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More information

Published date: 24 June 2022
Venue - Dates: AI4SD Machine Learning Summer School, University of Southampton, Southampton, United Kingdom, 2022-06-20 - 2022-06-24
Keywords: seminar series, machine learning, ML, artificial intelligence, classification, clustering, mathematics, data management, presentations, soft skills, LaTeX, python, coding, version control, Git
Learn more about Vision, Learning and Control research Learn more about Institute for Life Sciences research Learn more about Institute for Life Sciences research

Identifiers

Local EPrints ID: 471123
URI: http://eprints.soton.ac.uk/id/eprint/471123
DOI: doi:10.5258/SOTON/AI3SD0267
PURE UUID: ef70838d-4e03-47a9-ab30-035903ee60ed
ORCID for Samantha Kanza: ORCID iD orcid.org/0000-0002-4831-9489
ORCID for Mahesan Niranjan: ORCID iD orcid.org/0000-0001-7021-140X
ORCID for Nicola Knight: ORCID iD orcid.org/0000-0001-8286-3835
ORCID for Samuel Munday: ORCID iD orcid.org/0000-0001-5404-6934
ORCID for Stephen Gow: ORCID iD orcid.org/0000-0003-0121-1697
ORCID for Jeremy G. Frey: ORCID iD orcid.org/0000-0003-0842-4302

Catalogue record

Date deposited: 27 Oct 2022 16:32
Last modified: 17 Mar 2024 04:01

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Contributors

Author: Samantha Kanza ORCID iD
Author: Mahesan Niranjan ORCID iD
Author: Nicola Knight ORCID iD
Author: Samuel Munday ORCID iD
Author: Stephen Gow ORCID iD
Editor: Jeremy G. Frey ORCID iD

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