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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
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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

Identifiers

Local EPrints ID: 471123
URI: http://eprints.soton.ac.uk/id/eprint/471123
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

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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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