{"id":29453,"date":"2023-03-02T14:03:31","date_gmt":"2023-03-02T07:03:31","guid":{"rendered":"https:\/\/fti.itb.ac.id\/?page_id=29453"},"modified":"2023-03-02T14:59:03","modified_gmt":"2023-03-02T07:59:03","slug":"intermed-course-sains-dan-rekayasa-data-menggunakan-python","status":"publish","type":"page","link":"https:\/\/fti.itb.ac.id\/en\/intermed-course-sains-dan-rekayasa-data-menggunakan-python\/","title":{"rendered":"Intermed Course (Sains dan Rekayasa Data) menggunakan Python"},"content":{"rendered":"

<\/p>\n\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Silabus Intermed Course (Sains dan Rekayasa Data) menggunakan Python<\/td>\n<\/tr>\n
Pekan ke-…<\/td>\nHari<\/td>\nTanggal<\/td>\nWaktu (WIB)<\/td>\nMateri<\/td>\n<\/tr>\n
\n
1<\/div>\n<\/td>\n
Jumat<\/td>\n<\/td>\n15.00-18.00<\/td>\n1. Pengenalan dan instalasi Pandas
\n2. Review: Statistik dan Probabilitas<\/td>\n<\/tr>\n
Sabtu<\/td>\n<\/td>\n09.00-11.00<\/td>\n3. Data Frame
\n4. Membaca dan menulis file eksternal<\/td>\n<\/tr>\n
\n
2<\/div>\n<\/td>\n
Jumat<\/td>\n<\/td>\n15.00-17.00<\/td>\n5 & 6. Mengolah data statistik (average, means, median, standar deviasi)<\/td>\n<\/tr>\n
Sabtu<\/td>\n<\/td>\n09.00-11.00<\/td>\n7. Pengenalan Matplotlib
\n8. Time series<\/td>\n<\/tr>\n
\n
3<\/div>\n<\/td>\n
Jumat<\/td>\n<\/td>\n15.00-17.00<\/td>\n9. Histogram
\n10. Piechart<\/td>\n<\/tr>\n
Sabtu<\/td>\n<\/td>\n09.00-11.00<\/td>\n11. Visualisasi dataOperasi List
\n12. Studi Kasus #1<\/td>\n<\/tr>\n
\n
4<\/div>\n<\/td>\n
Jumat<\/td>\n<\/td>\n15.00-17.00<\/td>\n13. Pengantar Machine Learning
\n14. Regresi linier<\/td>\n<\/tr>\n
Sabtu<\/td>\n<\/td>\n09.00-11.00<\/td>\n15. Cost Function
\n16. Pengantar Neural-Networks<\/td>\n<\/tr>\n
\n
5<\/div>\n<\/td>\n
Jumat<\/td>\n<\/td>\n15.00-17.00<\/td>\n17. Fungsi aktivasi
\n18. Back propagation<\/td>\n<\/tr>\n
Sabtu<\/td>\n<\/td>\n09.00-12.00<\/td>\n\n
\n
19. Pengenalan dan instalasi Tensorflow
\n20. Studi Kasus #2<\/div>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

Silabus Intermed Course (Sains dan Rekayasa Data) menggunakan Python Pekan ke-… Hari Tanggal Waktu (WIB) Materi 1 Jumat 15.00-18.00 1. Pengenalan dan instalasi Pandas 2. Review: Statistik dan Probabilitas Sabtu 09.00-11.00 3. Data Frame 4. Membaca dan menulis file eksternal 2 Jumat 15.00-17.00 5 & 6. Mengolah data statistik (average, means, median, standar deviasi) Sabtu […]<\/p>\n","protected":false},"author":986,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-29453","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/29453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/users\/986"}],"replies":[{"embeddable":true,"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/comments?post=29453"}],"version-history":[{"count":3,"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/29453\/revisions"}],"predecessor-version":[{"id":29461,"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/29453\/revisions\/29461"}],"wp:attachment":[{"href":"https:\/\/fti.itb.ac.id\/en\/wp-json\/wp\/v2\/media?parent=29453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}