Summary of PENGANTAR DEEP LEARNING

Gedung Panehan Pasca Sarjana Lantai 1,
Jl. Telekomunikasi Terusan Buah Batu,
Bandung - 40257, Indonesia

E-Mail: clove@telkomuniversity.ac.id
Khusus Dosen: +62 821-1666-3563
Khusus Mahasiswa: +62 812-2200-1813

Announcements

Forum Diskusi Pengantar Deep Learning

Lecture Notes - Pengenalan Deep Learning

Tugas 1

QnA

Lecture Notes - Konsep Dasar Jaringan Syaraf Tiruan

QnA

Basic Concepts of ANN

Lecture Notes - Artificial Neural Network

QnA

Tugas Week 3

Lecture Notes - Implementation of ANN with Tensorflow and Pytorch

QnA

Tugas deep learning basic code

Week 5_ Jaringan Syaraf Konvolusional (CNN)

QnA

CNN Case Study

Week 6 - Transfer learning and Fine Tuning

QnA

Implementasi Transfer Learning

QnA

Soal UTS - Pengantar Deep Learning

RNN dan LSTM

QnA

Rangkuman Reinforcement Learning

Final Project Test: RAG with Semantic Similarity vs Ontology Knowledge Graph (BPS Case Study)

Course info

PENGANTAR DEEP LEARNING

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BBK3MBB3 - PENGANTAR DEEP LEARNING

Announcements

Forum Diskusi Pengantar Deep Learning

Week 1 - Intro to Deep Learning

Lecture Notes - Pengenalan Deep Learning

Tugas 1

QnA

Week 2 - Basic Concepts of Artificial Neural Network (ANN)

Lecture Notes - Konsep Dasar Jaringan Syaraf Tiruan

QnA

Basic Concepts of ANN

Week 3 - Artificial Neural Network (ANN) Training

Lecture Notes - Artificial Neural Network

QnA

Tugas Week 3

Week 4 -Implementation of ANN with Tensorflow/Pytorch

Lecture Notes - Implementation of ANN with Tensorflow and Pytorch

QnA

Tugas deep learning basic code

Week 5 - Convolutional Neural Network (CNN)

Week 5_ Jaringan Syaraf Konvolusional (CNN)

QnA

CNN Case Study

Week 6 - Transfer Learning and Fine Tuning Model

Week 6 - Transfer learning and Fine Tuning

QnA

Implementasi Transfer Learning

Week 7 - Deep Learning for Computer Vision

Week 8 - Mid Exam - UTS

QnA

Soal UTS - Pengantar Deep Learning

Week 9 - Pemrosesan Bahasa Alami dan Recurrent Neural Network

RNN dan LSTM

Week 10 - Transformer

QnA

Week 11 - Generative Model

Week 12 - Reinforcement Learning

Rangkuman Reinforcement Learning

Week 13 - Optimization and Regularization Models in Deep Learning

Week 14 - Deployment and Implementation of Deep Learning model

Week 15 - Progress Presentation

Week 16 - Final Presentation

Final Project Test: RAG with Semantic Similarity vs Ontology Knowledge Graph (BPS Case Study)

PENGANTAR DEEP LEARNING