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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="description" content="" />
<!-- Tittle -->
<title>Data Mining - Lecture Notes</title>
<!-- bootstrap -->
<link
href="bootstrap/css/bootstrap.min.css"
rel="stylesheet"
type="text/css"
/>
<!-- Favicon -->
<link rel="icon" href="images/ump.png" />
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rel="stylesheet"
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</head>
<body class="bg-light">
<nav
class="navbar navbar-expand-lg fixed-top navbar-dark bg-dark"
aria-label="Main navigation"
>
<div class="container-fluid">
<a class="navbar-brand" href="#">Lecture Notes</a>
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class="navbar-toggler p-0 border-0"
type="button"
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class="navbar-collapse offcanvas-collapse"
id="navbarsExampleDefault"
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<ul class="navbar-nav me-auto mb-2 mb-lg-0">
<li class="nav-item">
<a
class="nav-link"
aria-current="page"
href="https://asrulabdullah99.github.io/"
>Beranda</a
>
</li>
<li class="nav-item">
<a class="nav-link active" href="/data_mining">Data Mining</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/jarkom_lanjut">Jarkom Lanjut</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/probstat">Prob Stats</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/web_dasar">Pem Web Dasar</a>
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<a class="nav-link" href="/rpl">RPL</a>
</li>
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<a class="nav-link" href="/mat_disk">Mat Diskrit</a>
</li>
</ul>
</div>
</div>
</nav>
<main class="container">
<div
class="d-flex align-items-center p-3 my-3 text-white bg-purple rounded shadow-sm"
>
<img class="me-3" src="images/ump.png" alt="" width="48" height="48" />
<div class="lh-1">
<h1 class="h5 mb-2 text-white lh-1">Data Mining</h1>
<small>3 SKS 21IF723144</small>
</div>
</div>
<div class="card shadow rounded-3">
<div class="card-header py-3 h6">Mata Kuliah Data Mining</div>
<div class="card-body">
<div class="table-responsive">
<table class="table table-striped">
<tr>
<th>No</th>
<th>Pertemuan</th>
<th>Materi</th>
<th>Material</th>
<th>Link</th>
</tr>
<tr>
<td>1</td>
<td>Week 1</td>
<td>RPS, Kontrak Kuliah dan Pengantar Data Mining</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a class="dropdown-item" target="_blank" href="#"
>RPS</a
>
</li>
<li>
<a class="dropdown-item" target="_blank" href="#"
>Kontrak Kuliah</a
>
</li>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1CJnwFaTWxMrWOeflcl3EaHw34HbNVgDf/view?usp=sharing"
>Slide</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
<!-- <a href="https://meet.google.com/awf-auun-hhh" target="_blank"
><img src="images/gmeet.png" alt="" width="32" height="32"
/></a> -->
</td>
</tr>
<tr>
<td>2</td>
<td>Week 2</td>
<td>Data</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1ZzWgRvmZ96qXOCYpQojvpEi1vYrsdOP8/view?usp=sharing"
>Slide</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>3</td>
<td>Week 3</td>
<td>Data Part 2</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1OGCc0WyDM1-Vnw3xTYNgcM1UKVsnGC1R/view?usp=sharing"
>Slide</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>4</td>
<td>Week 4</td>
<td>Basic Classification</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1v4eg0Xd1ICXTbmz8wJhQhp0OKgdN6PEH/view?usp=sharing"
>Slide</a
>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1PxkieT69WtPnhKV455iYsridX1bQUXNq/view?usp=sharing"
>Buku Referensi</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>5</td>
<td>Week 5</td>
<td>Visualisasi</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1x8toxj44zQ_u3Wyhg_0wRnCIH_ZalOnb/view?usp=sharing"
>Slide</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>6</td>
<td>Week 6</td>
<td>Data Preparation</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/15NnAjRGmc8H7nH_OipSEwmw-pHnwt3aP/view?usp=sharing"
>Slide</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>7</td>
<td>Week 7</td>
<td>Data Transformation</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1CBy-NRGffmehscVJ34RiB_ItFP6tTLf4/view?usp=sharing"
>Slide</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>8</td>
<td>Week 8</td>
<td>UTS</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a class="dropdown-item" target="_blank" href="#"
>UTS</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>9</td>
<td>Week 9</td>
<td>Feature Engineering</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1FGuWLfNMeyfSu4_9kQ02H3vc2nJnLCjn/view?usp=sharing"
>Feature Engineering</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>10</td>
<td>Week 10</td>
<td>Implementasi Feature Engineering di Jupyter Notebook</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/tree/master/feature-engineering"
>ipynb di Github</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>11</td>
<td>Week 11</td>
<td>Modelling</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1o7FD6ixXSfQHB6c20eR7ATO45jJT_CH_/view?usp=sharing"
>Modelling</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>12</td>
<td>Week 12</td>
<td>Membangun Modelling</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/tree/master/modelling"
>Jupyter Notebook</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>13</td>
<td>Week 13</td>
<td>Regressi</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1OpmLDD7cCweZqMPvioVgF0kmrDngi0f2/view?usp=sharing"
>Regressi</a
>
</li>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/tree/master/regresi"
>ipynb</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>14</td>
<td>Week 14</td>
<td>CLustering</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://drive.google.com/file/d/1OpmLDD7cCweZqMPvioVgF0kmrDngi0f2/view?usp=sharing"
>Clustering</a
>
</li>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/tree/master/clustering"
>ipynb</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>15</td>
<td>Week 15</td>
<td>Completion Model</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/tree/master/dataset_final"
>ipynb</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
<tr>
<td>16</td>
<td>Week 16</td>
<td>UAS</td>
<td>
<div class="dropdown">
<a
class="btn btn-secondary dropdown-toggle"
href="#"
role="button"
id="dropdownMenuLink"
data-bs-toggle="dropdown"
aria-expanded="true"
>
Lihat
</a>
<ul
class="dropdown-menu"
aria-labelledby="dropdownMenuLink"
>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/blob/master/uas/LIST%20PENUGASAN%20DAN%20DATASET%20DATA%20MINING.docx"
>List Penugasan Selasa Pagi</a
>
</li>
<li>
<a
class="dropdown-item"
target="_blank"
href="https://github.com/asrulabdullah99/data_mining/blob/master/uas/LIST%20PENUGASAN%20DAN%20DATASET%20RABU.docx"
>List Penugasan Rabu Sore</a
>
</li>
</ul>
</div>
</td>
<td>
<a
href="https://meet.google.com/awf-auun-hhh"
target="_blank"
class="btn btn-info text-white text-nowrap"
><i class="fas fa-video"></i> Google Meet</a
>
</td>
</tr>
</table>
</div>
</div>
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