NLP

• 01 Aug 2025: Week 7 – Visualisation & Final Presentation
• 25 Jul 2025: Week 6 – Model Interpretability & Explainability
• 21 Jul 2025: Week 5 – Model Testing & Fine-Tuning
• 14 Jul 2025: Week 4 – Model Evaluation & Refinement
• 27 Jun 2025: Week 3 – Deep Learning Model Development & Refinement
• 20 Jun 2025: Week 2 – Baseline Model Development
• 16 Jun 2025: Week 1 – Data Collection and Preprocessing

Preprocessing

• 16 Jun 2025: Week 1 – Data Collection and Preprocessing

COVID-19

• 16 Jun 2025: Week 1 – Data Collection and Preprocessing

Pharmacovigilance

• 16 Jun 2025: Week 1 – Data Collection and Preprocessing

learning

• 27 Jun 2025: Week 3 - Understand Development of Benchmark in OpenFOAM through Spack
• 20 Jun 2025: Week 2 - Study Reframe Models and Usage of a Docker
• 16 Jun 2025: Week 1 - Shell and 'uv' Learning

python

• 20 Jun 2025: Week 2 - Study Reframe Models and Usage of a Docker
• 16 Jun 2025: Week 1 - Shell and 'uv' Learning

shell

• 16 Jun 2025: Week 1 - Shell and 'uv' Learning

uv

• 16 Jun 2025: Week 1 - Shell and 'uv' Learning

machine learning

• 20 Jun 2025: Week 2 – Baseline Model Development

social media

• 20 Jun 2025: Week 2 – Baseline Model Development

reframe

• 20 Jun 2025: Week 2 - Study Reframe Models and Usage of a Docker

docker

• 20 Jun 2025: Week 2 - Study Reframe Models and Usage of a Docker

ssh-keygen

• 20 Jun 2025: Week 2 - Study Reframe Models and Usage of a Docker

Machine Learning

• 14 Jul 2025: Week 4 – Model Evaluation & Refinement
• 27 Jun 2025: Week 3 – Deep Learning Model Development & Refinement

Deep Learning

• 21 Jul 2025: Week 5 – Model Testing & Fine-Tuning
• 14 Jul 2025: Week 4 – Model Evaluation & Refinement
• 27 Jun 2025: Week 3 – Deep Learning Model Development & Refinement

Class balancing

• 27 Jun 2025: Week 3 – Deep Learning Model Development & Refinement

reinforcement learning

• 04 Jul 2025: Week 2 – Testing Random Quantum Circuits
• 27 Jun 2025: Week 1 – Preprocessing and Paper Reading

preprocessing

• 27 Jun 2025: Week 1 – Preprocessing and Paper Reading

qiskit

• 04 Jul 2025: Week 2 – Testing Random Quantum Circuits
• 27 Jun 2025: Week 1 – Preprocessing and Paper Reading

quantum computing

• 27 Jun 2025: Week 1 – Preprocessing and Paper Reading

OpenFOAM

• 27 Jun 2025: Week 3 - Understand Development of Benchmark in OpenFOAM through Spack

Spack

• 27 Jun 2025: Week 3 - Understand Development of Benchmark in OpenFOAM through Spack

motorBike CPU benchmark

• 27 Jun 2025: Week 3 - Understand Development of Benchmark in OpenFOAM through Spack

linux

• 30 Jun 2025: Week 1 - Setting Up Dev. Environment and Attending Workshop

open-source

• 30 Jun 2025: Week 1 - Setting Up Dev. Environment and Attending Workshop

medicine

• 30 Jun 2025: Week 1 - Setting Up Dev. Environment and Attending Workshop

workshop

• 30 Jun 2025: Week 1 - Setting Up Dev. Environment and Attending Workshop

pytorch

• 18 Jul 2025: Week 4 - Completing Training Pipeline and Evaluating Model
• 11 Jul 2025: Week 3 - First Merge and Developing a Training Pipeline
• 04 Jul 2025: Week 2 - Improving Framework Functionality

models

• 18 Jul 2025: Week 4 - Completing Training Pipeline and Evaluating Model
• 04 Jul 2025: Week 2 - Improving Framework Functionality

convolutional neural networks

• 04 Jul 2025: Week 2 - Improving Framework Functionality

software engineering

• 04 Jul 2025: Week 2 - Improving Framework Functionality

quantum circuit optimisation

• 25 Jul 2025: Week 5 – Updating Simulated Annealing for QCO
• 18 Jul 2025: Week 4 – Setting Up Reinforcement Learning and Heuristic Algorithms
• 04 Jul 2025: Week 2 – Testing Random Quantum Circuits

training

• 11 Jul 2025: Week 3 - First Merge and Developing a Training Pipeline

Learning

• 02 Aug 2025: Week 7 - Utilisation of sombrero benchmark and testing within a HPC system
• 25 Jul 2025: Week 6 - Benchmark and testing within a HPC system
• 11 Jul 2025: Development of benchmarks in excalibur and measuring performance on HPC systems.

ARCHER2

• 11 Jul 2025: Development of benchmarks in excalibur and measuring performance on HPC systems.

Parallel Computing

• 11 Jul 2025: Development of benchmarks in excalibur and measuring performance on HPC systems.

Computer Simulations

• 02 Aug 2025: Week 7 - Utilisation of sombrero benchmark and testing within a HPC system
• 25 Jul 2025: Week 6 - Benchmark and testing within a HPC system
• 11 Jul 2025: Development of benchmarks in excalibur and measuring performance on HPC systems.

Hyperparameter Tuning

• 14 Jul 2025: Week 4 – Model Evaluation & Refinement

pipelines

• 18 Jul 2025: Week 4 - Completing Training Pipeline and Evaluating Model

Proximal Policy Optimisation

• 18 Jul 2025: Week 4 – Setting Up Reinforcement Learning and Heuristic Algorithms

heuristic algorithm

• 18 Jul 2025: Week 4 – Setting Up Reinforcement Learning and Heuristic Algorithms

Fine-Tuning

• 21 Jul 2025: Week 5 – Model Testing & Fine-Tuning

XAI

• 25 Jul 2025: Week 6 – Model Interpretability & Explainability

Interpretability

• 25 Jul 2025: Week 6 – Model Interpretability & Explainability

refactoring

• 25 Jul 2025: Week 5 - Adding More Functionality and Refactoring

benchmarking

• 25 Jul 2025: Week 6 - Benchmark and testing within a HPC system

Simulating Annealing

• 25 Jul 2025: Week 5 – Updating Simulated Annealing for QCO

Visualisation

• 08 Aug 2025: Week 8 – Documentation & Reflection
• 01 Aug 2025: Week 7 – Visualisation & Final Presentation

Preparation

• 01 Aug 2025: Week 7 – Visualisation & Final Presentation

graphs

• 01 Aug 2025: Week 6 - Improving Plotting Scripts

matplotlib

• 01 Aug 2025: Week 6 - Improving Plotting Scripts

Benchmarking

• 02 Aug 2025: Week 7 - Utilisation of sombrero benchmark and testing within a HPC system

Sombrero

• 02 Aug 2025: Week 7 - Utilisation of sombrero benchmark and testing within a HPC system

Communication

• 08 Aug 2025: Week 8 – Documentation & Reflection

Reflection

• 08 Aug 2025: Week 8 – Documentation & Reflection

presentation

• 08 Aug 2025: Week 7 - Finalising Slides and Plots

poster

• 15 Aug 2025: Week 8 - Final Week