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{
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"# 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"
]
},
{
"cell_type": "markdown",
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"## Deep learning\n",
"- machines that think in a way similar to the human brain. They handle huge amounts of data using artificial neural networks.\n",
"## Artificial neural networks\n",
"- networks of interconnected nodes."
]
}
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|
