Info kursus | Pengembangan Kercerdasan Buatan

Berikan pendapatmu tentang dosen berkualitas di Universitas YARSI melalui https://layar.yarsi.ac.id/course/view.php?id=12871 dan kepuasan penggunaan LAYAR melalui https://layar.yarsi.ac.id/course/view.php?id=8044

Pengembangan Kercerdasan Buatan

Pengajar: 1402020005 Ahmad Fadhlur Rahman
Pengajar: 531141112024 Chandra Prasetyo Utomo
Pengajar: 1402020052 Fathur Rizqy
Pengajar: 1402020113 Martha Riskiaty
Pengajar: 531141116036 muhammad fathurrachman
Pengajar: 1402020032 Muhammad Wildan Pratama
Pengajar: 1402020115 Nashuha Insani
Pengajar: 1402020033 Neng Suhaeni
Pengajar: 531191123015 Roni Hidayat
Pengajar: 531141123046 Shindy Arti

Synchronous Meeting Type: Blended (Online and Face-to-Face)

Skill Level: Beginner

Umum

Pengumuman

RPS - Pengembangan Kecerdasan Buatan - update

[BOOK] An Introduction to Statistical Learning with Application in Python

[BOOK] Reinforcement Learning: An Introduction

[PANDUAN] SKKNI AI DATA SCIENCE

LOGBOOK Peminatan Trek AI

[PANDUAN] Observasi dan Apresiasi Sikap

Self Assessment Sikap (Pekan 1 dan 2)

[PANDUAN] Slide Template

[ASHOKA][Video] Ashoka: Alat Skrining Kesehatan Organ Kelamin Anak

[Ashoka][Paper References] Artikel Ilmiah terkait Proyek Ashoka

[ViuMe][Video] Cervival Cancer Prediction

[ViuMe][Paper References] Artikel Ilmiah terkait Proyek ViuMe

[ICU][Videos] AI and Cloud for Sepsis Prediction

[ICU][Paper References] Artikel Ilmiah Terkait ICU Analytics

[CONDYLE][Videos] CT/MRI

[CONDYLE][Paper References] Artikel Ilmiah Terkait Segmentasi pada Citra MRI

Week 1: Business Understanding 1

[PRESENSI][SLIDE] Value Proposition

[PRESENSI][VIDEO] Value Proposition: Create a Product People Will Actually Buy

[PRESENSI][WORKSHEET] Value Proposition

[PRESENSI][TUGAS] Value Proposition

[PRESENSI][TUGAS] Value Proposition - AI Assisted

[PRESENSI]Soft Skill DPJJ

[PRESENSI][VIDEO] Designing a Customer-Centric Business Model

[PRESENSI][SLIDE] Designing a Customer-Centric Business Model

[PRESENSI][READING] Business Model Examples

[PRESENSI][READING BOOK] Intro to RL: Pages 25-36

[PRESENSI][VIDEOS] Fundamentals of RL - Week 1: K-Armed Bandit Problem

[PRESENSI][Lecture Notes] K-Armed Bandit Problem (Page 1-8)

Week 2: Business Understanding 2

[PRESENSI][VIDEO] Build a Product that Scales into a Company

[PRESENSI][SLIDE] Build a Product that Scales into a Company

[PRESENSI][TUGAS] Business Model Explanation

[PRESENSI][VIDEO] Getting Behind the Perfect Pitch

[PRESENSI][SLIDE] Getting Behind the Perfect Pitch

[PRESENSI] Online Course EdX : Statistical Learning

[PRESENSI][READING]Introduction to Statictical Learning and Python Programming

[PRESENSI][SLIDE]Introduction to Statistical Learning

[PRESENSI][VIDEO] Pitching Presentation - Digital Innovation

[PRESENSI] Business Plan Slide

[PRESENSI] Business Plan Presentation

[PRESENSI][READING BOOK] Intro to RL: Pages 46-57

[PRESENSI][VIDEOS] Fundamentals of RL - Week 2: Markov Decision Process

[PRESENSI][Lecture Notes] Markov Decision Processes: Pages 8-12

[PRESENSI][VIDEO]Introduction to Dataset

[PRESENSI][VIDEO]Data dan Metadata

Week 3: Data Understanding 1

[PRENSENSI]Data Understanding-1

[PRESENSI]Contoh Studi Kasus Data Understanding

[PRESENSI]Question about Data

[PRESENSI]Introduction to Matplotlib dan Seaborn

Silabus Agama (Peminatan)

Prinsip Agama Islam

Tugas soft skill - Agama

[PRESENSI]Soft skill - Authentic Leadership

[PRESENSI]Kuesioner Authentic Leadership

[PRESENSI] Worksheet Studi Kasus Kepemimpinan

[PRESENSI]Data Understanding -2

[PRESENSI]Referensi Data Visualization using Python Library

[PRESENSI][READING]Statictical Learning and Python Programming

[PRESENSI] Online Course EdX : Statistical Learning (Ch. 2)

[PRESENSI]Chapter 2 - Statistical Learning

[PRESENSI][CODING]Introduction to Python Programming

[PRESENSI][TUGAS] Coding dan Resume Python Programming

[PRESENSI]Latihan Studi Kasus

[PRESENSI][TUGAS]Studi Kasus Challenge

[PRESENSI] Markov Decision Processes - Martha &amp; Nashuha

Week 4: Data Understanding 2

Komponen Penilaian Challenge

Pertanyaan dan Diskusi Topik Data Understanding

Etika dalam Islam

Soft Skill - Managing People

[PRESENSI] Online Course EdX : Review Ch 1 dan 2

[PRESENSI][READING]Statictical Learning and Python Programming

Review Chapter 1 dan 2 - Statistical Learning

[PRESENSI]Quiz Praktik Kelompok

[PRESENSI]Prinsip Visualisasi Data

[PRESENSI]Five Data Storytelling Tips

[PRESENSI] Markov Decision Processes - Martha & Nashuha