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/P01162. Introduction to GitHub - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P01213. Using RDKit - Mr Samuel Munday (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P01174. ML1: Mathematical Foundations for ML - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD02625. ML2: Estimation with Machine Learning - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD02636. ML3: Classification and Clustering - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD02647. ML4: Linear Regression to Perceptron Convergence - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD02658. ML5: Radial Basis Functions and Multi-Layer Perceptrons - Prof Mahesan Niranjan (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD02669. Project Management & Collaborative Data Management - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P011510. Intro to LaTeX - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P012011. LaTeX & Overleaf - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P012312. Ethics & Writing Ethics Applications - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P014813. Referencing & Referencing Managers - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P011414. Collaborative Presentations & Reports - Dr Samantha Kanza (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P013915. Presentation Skills - Dr Nicola Knight (University of Southampton) - http://dx.doi.org/10.5258/SOTON/P013716. ML6: Reinforcement Learning in Chemistry - Dr Stephen Gow (University of Southampton) - http://dx.doi.org/10.5258/SOTON/AI3SD019