1,720,972 research outputs found
AI3SD Video: Setup, environments, installing packages, intro to Jupyter
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students
AI4SD Video: Data Visualisation with Python
No full textThis video forms part of the ‘Failed it to Nailed' it series. This series is run by the Artificial Intelligence for Scientific Discovery Network+ (AI4SD), the Cell Press Patterns Journal and the Physical Sciences Data-Science Service (PSDS)We'll be covering how to create different types of plots in Matplotlib, ranging from simple line graphs to interactive 3D visualisations, before finishing with a demonstration of how to integrate RDKit with Matplotlib in order to show interesting properties of chemical structures
AI3SD Video: Using RDKit
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students
AI4SD Video: Research to Startup
No full textThis video is the third talk that was given for the AI4SD ECR Event 2022. Samuel Munday is a University of Southampton graduate who is now an ECR in the Chemistry department and co-founder of Data Revival. In this talk he describes his journey so far of taking cutting edge AI research to the market, the hurdles he's faced along the way and some of the fantastic support he's had from within the University. He goes into detail of how the idea for the spin out started, how he used the enterprise ecosystem within Southampton to both validate the viability of the proposition and to upskill in all things business before finally finishing with what the future holds for him and the company as they move away from the University. <br/
AI3SD Video: Introduction to Git
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students. This video was the second talk in the Skills4Scientists #3 - Version Control and LaTeX Session, which focussed on focus on teaching the basics of LaTeX and version control
AI3SD Video: Typing, Variables, Data Types & Functions
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students. This video was the second talk in the Skills4Scientists #4 - Intro to Python 2 Session, which was a follow on from our Intro to Python 1 course, with a focus on working further with the core elements of Python and performing data analysis, using Jupyter notebooks and Anaconda. This course is designed to allow you to follow along with the content and examples as the course goes, but you will also be provided with course material to allow you to cover it again after the live event
AI3SD Video: Data Analysis Case Study
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students. This video was the third talk in the Skills4Scientists #4 - Intro to Python 2 Session, which was a follow on from our Intro to Python 1 course, with a focus on working further with the core elements of Python and performing data analysis, using Jupyter notebooks and Anaconda. This course is designed to allow you to follow along with the content and examples as the course goes, but you will also be provided with course material to allow you to cover it again after the live event
AI3SD Video: Producing Useful Code
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students. This talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students. This video was the first talk in the Skills4Scientists #4 - Intro to Python 2 Session, which was a follow on from our Intro to Python 1 course, with a focus on working further with the core elements of Python and performing data analysis, using Jupyter notebooks and Anaconda. This course is designed to allow you to follow along with the content and examples as the course goes, but you will also be provided with course material to allow you to cover it again after the live event
AI3SD Video: GitHub & LaTeX Demo
No full textThis talk forms part of the Skills4Scientists Series which has been organised as a joint venture between the Artificial Intelligence for Scientific Discovery Network+ (AI3SD) and the Physical Sciences Data-Science Service (PSDS). This series ran over summer 2021 and aims to educate and improve scientists skills in a range of areas including research data management, python, version control, ethics, and career development. This series is primarily aimed at final year undergraduates / early stage PhD students. This video was the third talk in the Skills4Scientists #3 - Version Control and LaTeX Session, which focussed on focus on teaching the basics of LaTeX and version control
AI4SD Series: Machine learning summer school
No full textThis 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
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