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{
"cells": [
{
"cell_type": "markdown",
"id": "f06083b2",
"metadata": {},
"source": [
"# ISSUES 10"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "8e81ca7d",
"metadata": {},
"outputs": [],
"source": [
"#SLIDE 10A"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ab0a0a05",
"metadata": {},
"outputs": [],
"source": [
"#Perbedaan antara ANN, CNN, dan RNN:\n",
"#1.Arsitektur:\n",
"#-ANN: Terdiri dari lapisan input, tersembunyi, dan output di mana informasi mengalir ke satu arah tanpa loop.\n",
"#-CNN: Dirancang khusus untuk memproses data berbentuk grid seperti gambar melalui lapisan konvolusi dan pooling.\n",
"#-RNN: Mampu memproses data sekuensial karena loop yang memungkinkan informasi bertahan.\n",
"\n",
"#2.Aplikasi:\n",
"#-ANN: Digunakan untuk tugas pengenalan pola umum dan pemrosesan feed-forward.\n",
"#-CNN: Terutama diterapkan dalam analisis gambar dan video karena kemampuannya untuk menangkap hierarki spasial.\n",
"#-RNN: Ideal untuk tugas yang melibatkan data sekuensial seperti pengenalan ucapan dan pemodelan bahasa.\n",
"\n",
"#3.Memori:\n",
"#-ANN: Tidak memiliki memori karena memproses data berdasarkan hanya pada data yang dimasukkan.\n",
"#-CNN: Memori terbatas dibandingkan dengan RNN, karena fokus pada konektivitas lokal dan pembagian bobot.\n",
"#-RNN: Memiliki kemampuan memori dengan memproses data masa lalu dan saat ini, membuat keputusan berdasarkan informasi historis.\n",
"\n",
"#B. hubungan antara Artificial Intelligence (AI), Machine Learning (ML), Neural Networks (NN), and Deep Learning (DL):\n",
"#1.Artificial Intelligence (AI) is the broader concept of machines being able to carry out tasks in a way that we would consider \"smart\".\n",
"#2.Machine Learning (ML) is a subset of AI that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.\n",
"#3.Neural Networks (NN) are a class of algorithms within machine learning that are inspired by the structure and function of the brain.\n",
"#4.Deep Learning (DL) is a subset of machine learning where artificial neural networks with multiple layers learn representations of data ."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "021e3312",
"metadata": {},
"outputs": [],
"source": [
"#SLIDE 10B"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "216e148c",
"metadata": {},
"outputs": [],
"source": [
"#1.Using available online tools, draw a NN architecture schematic with 8 nodes in input layer, 5 nodes in 1st hidden layer, 10 nodes in 2nd hidden layers, 3 nodes in 3rd hidden layer, and 2 nodes in output layer. (Hint: NN-SVG)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "64ce8c7c",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image('C:\\\\Users\\\\bahrudin\\\\Documents\\\\TUGAS\\\\DATA SAINS\\\\FRZM.png')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "fefed9ba",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n",
"from IPython.display import Image\n",
"Image('C:\\\\Users\\\\bahrudin\\\\Documents\\\\TUGAS\\\\DATA SAINS\\\\ss excel.png')"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "b1ae242e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image('C:\\\\Users\\\\bahrudin\\\\Documents\\\\TUGAS\\\\DATA SAINS\\\\ss excel 2.png')"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "1bd62013",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image('C:\\\\Users\\\\bahrudin\\\\Documents\\\\TUGAS\\\\DATA SAINS\\\\ss excel 3.png')"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "6fcc1ccf",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image('C:\\\\Users\\\\bahrudin\\\\Documents\\\\TUGAS\\\\DATA SAINS\\\\ss excel 4.png')"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "8fb24324",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image('C:\\\\Users\\\\bahrudin\\\\Documents\\\\TUGAS\\\\DATA SAINS\\\\ss excel 5.png')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "dbea679b",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "6b286c24",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.4"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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