Foundational Setup Guides – Christian Mills

Published

May 14, 2023

Modified

March 8, 2024

Getting Started with Google Colab

google-colab

getting-started

tutorial

Learn the fundamentals of Google Colab, a free cloud-based Jupyter Notebook environment, to write, run, and share Python code in your browser without any setup or installation.

How to Obtain a Kaggle API Key

kaggle

getting-started

tutorial

This tutorial provides a step-by-step guide to obtaining a Kaggle API key.

Integrating OpenCV with Visual Studio C++ Projects on Windows

opencv

visual-studio

getting-started

tutorial

Learn how to set up OpenCV within a Visual Studio C++ project by creating a simple console app that loads an image file and displays it in a new window.

Setting Up CUDA for Python on Ubuntu

mamba

conda

cuda

getting-started

tutorial

Learn how to setup up NVIDIA CUDA on Ubuntu with the Mamba/Conda package manager. Based on Jeremy Howard’s lecture, Getting Started With CUDA for Python Programmers.

Getting Started with Intel’s PyTorch Extension for Arc GPUs on Windows

pytorch

windows

image-classification

arc-gpu

getting-started

This tutorial provides a step-by-step guide to setting up Intel’s PyTorch extension on Windows to train models with Arc GPUs.

Getting Started with Intel’s PyTorch Extension for Arc GPUs on Ubuntu

pytorch

ubuntu

image-classification

arc-gpu

getting-started

This tutorial provides a step-by-step guide to setting up Intel’s PyTorch extension on Ubuntu to train computer vision models and run local large language models with Arc GPUs.

Setting Up a Local Python Environment with Mamba for Machine Learning Projects on Windows

mamba

conda

getting-started

tutorial

windows

Learn how to install the Mamba package manager on Windows, set up a local Python environment, and install PyTorch and Jupyter for machine learning projects.