Topik Dalam Pemrograman Sains Data Terapan (A)
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Section 1
Tools Data Science
1. Pendahuluan
2. Teknologi dan Aplikasi AI
First Session - Friday 19.30 WIB Zoom meeting
Section 2
Task: Business Understanding & Data Understanding
Template Canvas Model CRISP DM
3. Metodologi
4. Tools Data Science
5. Business Understanding
Section 3
Task: Data Understanding
6. Data Understanding
7. Data Visualization
Section 4
Modeling - Supervised vs Unsupervised
11. membangun Model - Klasifikasi
12. Regresi
13. Clustering
Section 5 - Data Preparation
8. Data Preparation - Penentuan Objek dan Data Cleaning
9. Transformasi Data
10. Feature Engineering
Data Understanding and Prep
Section 6 - Progress Setiap Tim
14. ANN
Section 7
Submit your Colab URL of Object Detection & Segmentation
Section 8
submit your Data Science Project
Section 9 - Evaluation
15. Evaluation
Task - Evaluation
Section 10 - Basic Forecasting
Forecasting Assignment - Submit your Colab's link
Section 11 - Deployment
Deployment - Submit your huggingface link
Additional Course Material: Deployment
Section 15
Final Project Submission
Next
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Panduan Dosen
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[Video] Panduan Membuat Video Asinkronus dengan Power Point
Panduan Mahasiswa
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Topik Dalam Pemrograman Sains Data Terapan (A)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Teknologi Elektro dan Informatika Cerdas
S-2 TEKNIK INFORMATIKA
Semester Gasal 2024/2025
Topik Dalam Pemrograman Sains Data Terapan (A)
Summary
Topik Dalam Pemrograman Sains Data Terapan (A)
Teacher:
Agus Budi Raharjo