update of readme

README.md

@@ -1 +1,36 @@
 # 2025-01-29-Turing-training
+
+## 29-31 January, 2025
+
+<center><img src="img/logo.png" alt="baskerville-logo" width="200"/></center>
+
+Repository for materials used at the Baskerville Training workshop held for our partners at The Rosalind Franklin Institute and Diamond Light Source.
+
+## :calendar: Schedule
+
+### 29th January
+
+| Time          | Name                                 | Description                                                                                     | Duration | Instructor       |
+| ------------- | ------------------------------------ | ----------------------------------------------------------------------------------------------- | -------- | ---------------- |
+| 10:00 - 11:00 | Coffee                               | -                                                                                               | 1h       | -                |
+| 11:00 - 12:00 | Intro to Baskerville HPC             | Introduction to the cluster, how to acknowledge, logging in, architecture & system explaination | 1h       | Gavin Yearwood   |
+| 12:00 - 13:00 | Lunch                                | –                                                                                               | 1h       | –                |
+| 13:30 - 14:00 | Intro to Baskerville Portal          | Baskerville Portal Demo, Tensorboad, JupyterLab and NVDashboard                                 | 1h       | Gavin Yearwood   |
+| 14:00 - 15:15 | Non-Interactive Batch Jobs           | Submitting jobs on Baskerville using `sbatch`                                                   | 1h15m    | Tom Neep         |
+| 15:15 - 15:30 | Coffee                               | -                                                                                               | 15m      | -                |
+| 15:30 - 17:00 | Interactive Jobs and Tmux            | Using `srun` to start interactive jobs and using Tmux                                           | 1h30m    | Gavin Yearwood   |
+
+### 30th January
+
+| Time          | Name                                 | Description                                                                                     | Duration | Instructor       |
+| ------------- | ------------------------------------ | ----------------------------------------------------------------------------------------------- | -------- | ---------------- |
+| 09:00 - 10:30 | Self-installed Software              | Self-installation using pip and miniforge (conda)                                               | 1h30m    | Simon Hartley    |
+| 10:30 - 12:00 | Container, Ollama, modifying scripts | Using Containers and modifyng installation scripts with Ollama case study                       | 1h30m    | Simon Hartley    |
+| 12:00 - 13:00 | Lunch                                | –                                                                                               | 1h       | –                |
+| 13:00 - 15:00 | Parallel compute with MPI            | Introduction to MPI and mpi4py and converting gpt2 to use multiple GPUs with MPI                | 2h       | Gavin Yearwood && David Llewellyn-Jones |
+| 15:00 - 15:15 | Coffee                               | -                                                                                               | 15m      | -                |
+| 15:15 - 17:00 | Profiling and optimising ML workloads | Example presented using Nvidia's NSight profiler                                               | 1h45m    | James Biship and Boyko Vodenicharski |
+
+### 31st January
+
+**09:00 - 12:00** The Baskerville team will be available to assist all HPC queries in the drop-in