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Introduction to Computational Data Science and R Programming
Materi 1
Tugas 1
Data Types & Structure
Materi 3
Assignment: Webinar Big Data
Data analytics with R
Pertemuan 4: Data analytics with R (linear & logistic regressions)
Materi 4
R Project
Topic 4
Pertemuan 5: Pembuatan R Package
M5-Pembuatan R-Package
Topic 5
Time Series with R
Materi Time Series with R
ETS
Advanced Python
Advanced Python
Advanced Python
(Online Meeting) Lab Session: Advanced Python
Numerical Method with Python
Gradient Descent
Menunjukkan Hasil Latihan
Pengumpulan Exercise Gradient Descent
Menunjukkan hasil latihan: praktikum
Adam
Clustering with Python
3 version of k-Means
The k-means clustering technique
Fuzzy c-Means
Menunjukkan Hasil
Image and Text Processing
CNN
Image Processing
Text Processing
RNN
Quiz 2
Quiz 2
Quiz 2 Susulan
Final exam
Topic 15
Susulan EAS
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Komputasi Sains data (A)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 SAINS DATA
Semester Genap 2024/2025
Komputasi Sains data (A)
Summary
Komputasi Sains data (A)
Teacher:
Achmad Choiruddin
Teacher:
Muhamad Syukron
Teacher:
Tintrim Dwi Ary Widhianingsih
