Kode Mata KuliahTK4003 / 3 SKS
Penyelenggara130 - Chemical Engineering / FTI
KategoriLecture
Bahasa IndonesiaEnglish
Nama Mata KuliahStatistika dan Sains Data ProsesProcess Statistics and Data Science
Bahan Kajian
  1. Peringkasan dan penampilan visual data
  2. Konsep pengendalian proses secara statistik (SPC)
  3. Diagram kendali proses dan analisis kapabilitas proses
  4. Pengolahan data urut waktu
  5. Rancangan percobaan lanjut
  1. Data summarization and visual display
  2. Statistical process control (SPC) concept
  3. Process control diagram and process capability analysis
  4. Time-sequential data processing
  5. Advanced experimental design
Capaian Pembelajaran Mata Kuliah (CPMK)
  1. Mampu menelaah data secara enumeratif dan menggunakan grafik untuk menampilkan data pengukuran secara obyektif dan efektif
  2. Mampu memaparkan konsep mutu dan pengendalian mutu secara statistik, serta korelasinya dengan sebaran data pengukuran.
  3. Mampu menyusun & menginterpretasikan diagram kendali statistik dengan bantuan komputer, serta memanfaatkan diagram kendali untuk menelaah kapabilitas proses.
  4. Mampu menelaah data urut waktu dan/atau mahadata dengan bantuan komputer untuk mengindentifikasi kelakuan-kelakuan penting data tersebut.
  1. Able to analyze data enumeratively and use graphs to display measurement data objectively and effectively.
  2. Able to explain the concept of quality and statistical quality control, as well as its correlation with the distribution of measurement data.
  3. Able to compile & interpret statistical control charts with the help of computers, and utilize control charts to examine process capability.
  4. Able to examine computer-assisted time series data and/or big data to identify important behaviors of the data.
Metode PembelajaranCeramah klasikal, diskusi kelas, case-based hands-on learningClassical lecture, class discussion, case-based hands-on learning
Modalitas PembelajaranLuring, daring asinkronik (sebatas untuk penguatan melalui proses pengulangan pembelajaran secara mandiri)Offline, online asynchronous (limited to reinforcement through the process of repeating learning independently)
Jenis NilaiABCDE
Metode PenilaianUjian, tugas mandiriExam, independent assignment
Catatan Tambahan