From 9568147aefac22f8928460220560c62bbd972c99 Mon Sep 17 00:00:00 2001 From: Zhongheng Liu on Homelab Date: Mon, 10 Mar 2025 12:21:59 +0200 Subject: feat: theory artificial intelligence --- notebooks/theory_ai.ipynb | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 notebooks/theory_ai.ipynb (limited to 'notebooks/theory_ai.ipynb') diff --git a/notebooks/theory_ai.ipynb b/notebooks/theory_ai.ipynb new file mode 100644 index 0000000..49307e7 --- /dev/null +++ b/notebooks/theory_ai.ipynb @@ -0,0 +1,35 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Artificial intelligence\n", + "\n", + "## Catelogires\n", + "- Narrow AI - when a machine has superior performance to a human when doing one specific task.\n", + "- General AI is when a machine is similar in its performance to a human in any intellectual task.\n", + "- Strong AI is when a machine is superior to humans in any intellectual task.\n", + "\n", + "## Machine learning\n", + "A subset of AI\n", + "\n", + "### Supervised Learning\n", + "uses regression and classification analysis\n", + "- requires input and output\n", + "- uses labelled data\n", + "- receive set of inputs and correct outputs to permit learning process\n", + "- once trained, the model is run using labelled data (to refine / reinforce)\n", + "- results compared with expected output.\n", + "- model is run with unlabelled data" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} -- cgit