Jumpstart Python (set up)
Get your computer ready with all you need to set up your computer for any AI/Machine Learning related subjects. Learn how to:
- Install Python from scratch.
- Use and manage environments
- Optimize the use of your hardware
Python language
If you are brand new to the Python programming language, you first need to have it properly insta...
Setting up environments
Global and Virtual environments Now that we have installed Python, we mentioned that it comes wit...
How to enable GPU support with TensorFlow (Windows) (For High Holborn only)
This article will guide you through how to enable GPU computing for Tensorflow on High Holborn DE...
How to enable GPU support with TensorFlow (macOS)
If you are using one of the laptops on loan of the CCI, or have a Macbook of your own with an M1/...
Enable GPU support with Pytorch (macOS)
This tutorial is to enable the use of the GPU in the Macbooks available on the lockers. All of th...
How to install CUDA Toolkit on your personal Windows PC
What is CUDA Toolkit and why do you need it? In simple words CUDA Toolkit allows you to develop s...
How to register an account on JupyterHub
What is JupyterHub? JupyterHub is a service we are trialing to allow students and staff to have a...
Simple PyTorch Project
Overview This guide will walk you through a very simple PyTorch training pipeline. Accompanying c...
Audio Files with Librosa
Code and audio for this article can be found here: https://git.arts.ac.uk/ipavlov/WikiMisc/blob/m...
How to configure Weights & Biases for you ML project
What is Weights & Biases? Weights & Biases (wandb from now on) is a platform for AI/ML developmen...
Dataset Augmentaion
This article will cover how you can increase the size of your original dataset with the help of d...