Kode Mata KuliahSK5011 / 4 SKS
Penyelenggara209 - Computational Sciences / FMIPA
KategoriLecture
Bahasa IndonesiaEnglish
Nama Mata KuliahMetode Komputasi dalam SainsComputational Methods in Sciences
Bahan Kajian
  1. Persamaan-persamaan fundamental dalam sains
  2. Aproksimasi numerik terhadap persamaan diferensial parsial
  3. Metode komputasi berbasis partikel dan grid
  4. Hidrodinamika berbasis partikel dan grid
  5. Optimisasi: Constrained dan unconstrained
  6. Pemodelan berbasis komputasi dalam sains
  1. Fundamental equations in science
  2. Numerical approximation of partial differential equations
  3. Particle and grid based computing methods
  4. Particle and grid based hydrodynamics
  5. Optimization: Constrained and unconstrained
  6. Computational-based modeling in science
Capaian Pembelajaran Mata Kuliah (CPMK)
  1. Mahasiswa mampu memahami dan menguasai Data masif dan penambangan data serta penemuan pengetahuan
  2. Mahasiswa mampu menggunakan program baku Weka dan RapidMiner dalam menemukan pengetahuan
  3. Mahasiswa mampu menerapkan metode statistic formal maupun non formal dalam mengevaluasi, menganalisis hasil penambangan data
  4. Mahasiswa mampu menggunakan program baku R dalam visualisasi data
  1. Students are able to understand and master massive data and data mining and knowledge discovery
  2. Students are able to use the standard Weka and RapidMiner programs to discover knowledge
  3. Students are able to apply formal and non-formal statistical methods in evaluating and analyzing data mining results
  4. Students are able to use standard R programs in data visualization
Metode PembelajaranCeramah, diskusi, pembelajaran berbasis riset/masalah/studi kasus, studi literatur, kerja kelompok/mandiri,presentasi, praktekLectures, discussions, research/problem/case study based learning, literature studies, group/independent work, presentations, practice
Modalitas PembelajaranLuring/daring/hybrid, sinkronous dan asinkronousOffline/online/hybrid, synchronous and asynchronous
Jenis NilaiABCDE
Metode PenilaianPenilaian diberikan melalui PR / Tugas / Kuis / Praktikum / RBL / Laporan / Presentasi / UTS / UASAssessment is given through Homework / Assignments / Quizzes / Practicum / RBL / Reports / Presentations / UTS / UAS
Catatan Tambahan