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author | Zhongheng Liu on Homelab <z.liu@outlook.com.gr> | 2025-03-10 12:21:59 +0200 |
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committer | Zhongheng Liu on Homelab <z.liu@outlook.com.gr> | 2025-03-10 12:21:59 +0200 |
commit | 9568147aefac22f8928460220560c62bbd972c99 (patch) | |
tree | 027fb6a066797ac3b83076a8cb7327c4abada711 /notebooks/theory_ai.ipynb | |
parent | 636fe6eaf079253e3a9b60e85d4d148141c5f1e2 (diff) | |
download | cs-y13-9568147aefac22f8928460220560c62bbd972c99.tar.gz cs-y13-9568147aefac22f8928460220560c62bbd972c99.tar.bz2 cs-y13-9568147aefac22f8928460220560c62bbd972c99.zip |
feat: theory artificial intelligence
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-rw-r--r-- | notebooks/theory_ai.ipynb | 35 |
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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 +} |