PERANCANGAN APLIKASI CERDAS
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Tentang Mata Kuliah
Announcements
Deskripsi MK
Pertemuan I: Pengantar Mata Kuliah
Presensi MK dan Link Tatap Muka
Catatan Kuliah
External Resource: Machine Learning in Java How to build and deploy ML models in Java.
External Video
Introduction to AI
Catatan Kuliah dari Oracle Academy
Video Eksternal
Data, Information, and Categorizing Data
Catatan Kuliah Oracle Academy: Data and Information
Catatan Kuliah Oracle Academy: Categorizing Data
Data and Information
Tugas Individu: Mengerjakan Contoh Kode Program di Slide
Machine Learning
Catatan Kuliah: Why Now
Catatan Kuliah: Machine Learning Workflow
What is Machine Learning?
KUIS 1
Tree and Recursion
Catatan Kuliah: Binary Tree
Catatan Kuliah: Recursion
Video Eksternal
Tugas
Tree Traversal
Catatan Kuliah: Tree Traversal
Catatan Kuliah: Yes/No Game
Tree Traversal
TUGAS
Entropy and ID3 Algorithm
Decision Tree Algorithm
Information Entropy
Creating Decision Tree
ID3 Worked Example
Catatan Kuliah: ID3 Worked Example
Catatan Kuliah: Create an ID3 Tree
Creating Decision Tree
KUIS
Pengenalan Neural Network
Catatan Kuliah: Neural Network
Neural Network
Tugas
Neural Network Workshop
Neural Network Tutorial
Tugas
Pengenalan Sistem Multiagen
Pengantar Sistem Multiagen
Definisi Agen dan Multiagen
Reinforcement Learning
Catatan Kuliah: Reinforcement Learning
Reinforment Learning
Link Eksternal: Reinforcement Learning
Link Eksternal: RL Applications
TUGAS
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ISI7H3-31397
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FAKULTAS REKAYASA INDUSTRI (FRI)
S2 Sistem Informasi
ISI7H3-31397
Summary
PERANCANGAN APLIKASI CERDAS
Teacher:
SENO ADI PUTRA