| Kode Mata Kuliah | TK4003 / 3 SKS |
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| Penyelenggara | 130 - Teknik Kimia / FTI |
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| Kategori | Kuliah |
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| Bahasa Indonesia | English |
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| Nama Mata Kuliah | Statistika dan Sains Data Proses | Process Statistics and Data Science |
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| Bahan Kajian | - Peringkasan dan penampilan visual data
- Konsep pengendalian proses secara statistik (SPC)
- Diagram kendali proses dan analisis kapabilitas proses
- Pengolahan data urut waktu
- Rancangan percobaan lanjut
| - Data summarization and visual display
- Statistical process control (SPC) concept
- Process control diagram and process capability analysis
- Time-sequential data processing
- Advanced experimental design
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| Capaian Pembelajaran Mata Kuliah (CPMK) | - Mampu menelaah data secara enumeratif dan menggunakan grafik untuk menampilkan data pengukuran secara obyektif dan efektif
- Mampu memaparkan konsep mutu dan pengendalian mutu secara statistik, serta korelasinya dengan sebaran data pengukuran.
- Mampu menyusun & menginterpretasikan diagram kendali statistik dengan bantuan komputer, serta memanfaatkan diagram kendali untuk menelaah kapabilitas proses.
- Mampu menelaah data urut waktu dan/atau mahadata dengan bantuan komputer untuk mengindentifikasi kelakuan-kelakuan penting data tersebut.
| - Able to analyze data enumeratively and use graphs to display measurement data objectively and effectively.
- Able to explain the concept of quality and statistical quality control, as well as its correlation with the distribution of measurement data.
- Able to compile & interpret statistical control charts with the help of computers, and utilize control charts to examine process capability.
- Able to examine computer-assisted time series data and/or big data to identify important behaviors of the data.
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| Metode Pembelajaran | Ceramah klasikal, diskusi kelas, case-based hands-on learning | Classical lecture, class discussion, case-based hands-on learning |
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| Modalitas Pembelajaran | Luring, daring asinkronik (sebatas untuk penguatan melalui proses pengulangan pembelajaran secara mandiri) | Offline, online asynchronous (limited to reinforcement through the process of repeating learning independently) |
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| Jenis Nilai | ABCDE |
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| Metode Penilaian | Ujian, tugas mandiri | Exam, independent assignment |
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| Catatan Tambahan | | |
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