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Semester 6
SI1605 Pemrograman 6 (Python Data Science)
Course content
Tab 2
Tab 1
Topic outline
General
Announcements
Forum
Pengantar
Kontrak mata kuliah.
Sekilas tentang Data Science.
RPS
File
Pengenalan Google Colab
YouTube
URL
Data Science dan Penerapannya
PDF
File
Pandas DataFrame
PDF
File
Plot
PDF
File
Perbedaan Artificial Intelligence, Machine Learning, dan Deep Learning
YouTube
URL
Regresi Linear Satu Variabel (Studi Kasus Prediksi Harga Rumah)
Materi
URL
Regresi Linear Multi Variabel (Studi Kasus Prediksi Harga Rumah)
Materi
URL
Regresi Logistik (Studi Kasus Prediksi Pembeli Asuransi)
Materi
URL
Regresi Logistik dan K-Nearest Neighbors (Studi Kasus Prediksi Penumpang Kapal Titanic)
Materi
URL
Support Vector Machine (Studi Kasus Analisis Sentimen)
PDF
File
Recurrent Neural Network (Studi Kasus Identifikasi Berita Hoax)
PDF
File
Convolutional Neural Network (Pengenalan Gambar)
Materi
URL