feat: theory artificial intelligence

4 files changed, 98 insertions, 1 deletions

diff --git a/notebooks/a_bit_of_a_pickle.ipynb b/notebooks/a_bit_of_a_pickle.ipynb
index e62e859..4519b0d 100644
--- a/notebooks/a_bit_of_a_pickle.ipynb
+++ b/notebooks/a_bit_of_a_pickle.ipynb
@@ -16,7 +16,7 @@
     "import pickle\n",
     "class StudentObject:\n",
     "    def __init__(self):\n",
-    "        "
+    "        pass"
    ]
   },
   {
diff --git a/notebooks/task-26-01.ipynb b/notebooks/task-26-01.ipynb
new file mode 100644
index 0000000..2c847a8
--- /dev/null
+++ b/notebooks/task-26-01.ipynb
@@ -0,0 +1,62 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# TASK 26.01"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import datetime\n",
+    "import pickle\n",
+    "import random # data generator\n",
+    "class Car:\n",
+    "    def __init__(self, car_id):\n",
+    "        self.VehicleID = car_id\n",
+    "        self.__Registration = \"\"\n",
+    "        self.__Date = datetime.datetime.now()\n",
+    "        self.__EngineSize = -1\n",
+    "        self.__PurchasePrice = 5900_00\n",
+    "def data_generator():\n",
+    "    cars = []\n",
+    "    for i in range(40):\n",
+    "        s = \"ID\"\n",
+    "        for i in range(10):\n",
+    "            s += str(random.randint(0, 9))\n",
+    "        cars.append(Car(s))\n",
+    "    return cars\n",
+    "with open(\"cars.dat\", 'wb+') as carfile:\n",
+    "    for car in data_generator():\n",
+    "        print(car.VehicleID)\n",
+    "        pickle.dump(car, carfile)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
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
+}
diff --git a/thing.bin b/thing.bin
deleted file mode 100644
index aa413c8..0000000
--- a/thing.bin
+++ /dev/null