Summary of SAINS DATA LANJUT

SAINS DATA LANJUT

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General

Deskripsi MK

Video Mandiri

Sains Data Lanjut - Deep Learning Part 01 Introduction

Sains Data Lanjut - Deep Learning Part 02 Simple Case

Sains Data Lanjut - Deep Learning Part 03 Operasi Konvolusi

Sains Data Lanjut - Deep Learning Part 04 Pooling

Sains Data Lanjut - Deep Learning Part 05 CNN dan Fully Connected Layer

Sains Data Lanjut - Ensemble Learning Part 01 Definisi

Sains Data Lanjut - Ensemble Learning Part 02 Ensemble Level

Sains Data Lanjut - Ensemble Learning Part 03 Jenis-jenis Ensemble Learning

Slide Perkuliahan

Materi singkat MK ADV

Materi singkat MK ADV Pertemuan 2

Materi singkat MK ADV Pertemuan 1

An automated deep learning pipeline based on advanced optimisations for leveraging spectral classification modelling - Passos, Mishra

Explainability in deep reinforcement learning - Heuillet, Couthouis, Díaz-Rodríguez - 2021

Explainable Deep Reinforcement Learning for UAV autonomous path planning - He, Aouf, Song - 2021

MK Advance Data Science

Materi singkat MK ADV Pertemuan 3

S3 Adv Data Science - A SURVEY ON THE EXPLAINABILITY OF SUPERVISED MACHINE

Constuctive Monitoring I dan Ujian Kualifikasi

Dynamic pricing techniques for Intelligent Transportation System in

A survey on ensemble learning

AnEmpiricalStudyofEnsembleTechniquesPaper

Joseph Rocca - Ensemble methods - bagging, boosting and stacking

20221116 Ensemble Learning

Video Youtube

Automated Deep Learning

Automated Deep Learning

Deep Reinforcement Learning

Deep Reinforcement Learning

Deep Reinforcement Learning

Explainable Deep Learning

Explainable Deep Learning

Tugas Dan Evaluasi

Tugas 1

Tugas 2

Tugas 3

Tugas 4

Tugas 5

Tugas 6
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