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authorZhongheng Liu on Homelab <z.liu@outlook.com.gr>2025-03-10 12:21:59 +0200
committerZhongheng Liu on Homelab <z.liu@outlook.com.gr>2025-03-10 12:21:59 +0200
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+{
+ "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
+}