• AI4SD Series: Machine learning...

Treffer: AI4SD Series: Machine learning summer school

Title:
AI4SD Series: Machine learning summer school
Authors:
Kanza, Samantha, Niranjan, Mahesan, Knight, Nicola, Munday, Samuel, Gow, Stephen
Contributors:
Frey, Jeremy G.
Publication Year:
2022
Collection:
University of Southampton: e-Prints Soton
Document Type:
Konferenz conference object
Language:
English
Relation:
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 ).
Availability:
https://eprints.soton.ac.uk/471123/
Accession Number:
edsbas.F0CF3526
Database:
BASE

Weitere Informationen

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 ...