[finished] Data Mining Aktuaria (A)
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DATA MINING AKTUARIA
Ebook - Data mining techniques for actuaries - Emiliano Valdez
Kontrak Kuliah DATA MINING AKTUARIA
RPS-DATA MINING AKTUARIA
Announcements
Pertemuan 1 - Intro Data Mining
LIST PERTANYAAN
Intro Data Mining
Pertemuan 2 - Instalasi Python
Bukti Instalasi Program
(video) Instalasi Python
Pertemuan 3 - Data Preprocessing - Part 1 (Data Cleaning)
2.1 Data Preprocessing - Data Cleaning
FORUM - (missing values & noisy data)
Pertemuan 4 - Data Cleaning using Python
WorldSales
FORM - Hasil Running Python
Pertemuan 5 - Data Preprocessing Part 2 (Data Integration, Transformation, Reduction, Discretization)
TUGAS - PERTEMUAN 5
3.1 Data Preprocessing - Data Integration, Reduction, Transformation, Discretization
(video) Data Preprocessing Part 1 (Data Integration, Transformation, Reduction, Discretization)
TUGAS - PERTEMUAN 5
3.1 Data Preprocessing - Data Integration, Reduction, Transformation, Discretization
Pertemuan 6 - Data Integration, Discretization, Transformation using Python
FORM HASIL RUNNING PYTHON - PERT 6
data integration 1
data integration 2
(video) DATA INTEGRATION - PYTHON
(video) DATA DISCRETIZATION - PYTHON
(video) DATA TRANSFORMATION
(video) DATAFRAME TO CSV - PYTHON
Pertemuan 7 - Feature Selection & Extraction
4.1 Dimensionality Reduction (Feature Selection Feature Extraction)
4.1 Dimensionality Reduction (PCA)
FORM PERTANYAAN PERT 7
Pertemuan 8 - Feature Selection & Extraction Using Python
FEATURE SELECTION - DROP HIGHLY CORRELATED FEATURE - Jupyter Notebook
(video) Feature Extraction - PCA - using SPSS
FEATURE EXTRACTION - PCA - Jupyter Notebook
data olympia
olympia2
FORM PENGUMPULAN RUNNING PYTHON
KUIS 1
SOAL KUIS 1
FORM PENGUMPULAN KUIS 1
Pertemuan 11 - Association Rule Mining
PEMBAHASAN JAWABAN KUIS 1
(materi) Association Rule
FORM TUGAS
(video) Association Rule Mining - Part 1
(video) Association Rule Mining - Part 2
(video) Association Rule Mining - Part 3
Pertemuan 12 - Association Rule Mining using Python
(data) store data csv
FORM PENGUMPULAN RUNNING PROGRAM
(video) Association Rule Mining using Python
Pertemuan 13 - Text Preprocessing in Data Mining
(materi) - Text Preprocessing
(materi) Dasar Text Preprocessing dengan Python
FORM PENGUMPULAN
Pertemuan 14 - Text Preprocessing in Data Mining Using PYTHON
FORM PENGUMPULAN RUNNING PROGRAM
(video) Text Preprocessing PYTHON - PART 1
(video) Text Preprocessing PYTHON - PART 2 - WORDCLOUD
(video) Text Preprocessing PYTHON - PART 3 - TF IDF
data tweet
stopwords
Pertemuan 15 - EVALUASI TENGAH SEMESTER (ETS)
FORM PENGUMPULAN JAWABAN ETS
SOAL ETS DATA MINING AKTUARIA 2020-2021
DATA PIMA INDIANS DIABETES
Pertemuan 17 - PEMBAHASAN ETS
FORM PEMBAHASAN ETS
(video) Pembahasan ETS
Pertemuan 18 - Unsupervised Learning K-MEANS CLUSTERING
(video) Penjelasan K-MEANS Clustering
(materi) ALGORITMA K-MEANS CLUSTERING
FORM TUGAS Pertemuan 18
Pertemuan 19 - K-Means Clustering using Python
FORM PENGUMPULAN RUNNING PROGRAM
(video) K-Means Menggunakan Python
Pertemuan 20 - Supervised Learning - DECISION TREE
(video) Materi Decision Tree
(materi) decicion tree
(paper) contoh analisis klasifikasi menggunakan CART
Pertemuan 21 - Decision Tree using Python
(video) Decision Tree using Python - part 1
(video) Decision Tree using Python - Part 2
iris
FORM UPLOAD PROGRAM (WAJIB)
FORM PERTANYAAN (TIDAK WAJIB)
Pertemuan 22 - Naive Bayes Classifier (NBC)
(materi) Naive Bayes Classifier
(video) Naive Bayes Classifier - MATERI
(video) Naive Bayes Classifier - PYTHON
FORM PENGUMPULAN TUGAS (WAJIB)
FORM PERTANYAAN (TIDAK WAJIB)
Pertemuan 23 - KUIS 2
FORM PENGUMPULAN JAWABAN KUIS 2
SOAL KUIS 2
DATA KUIS 2
Pertemuan 24 - K-Nearest Neighbor (KNN)
(materi) K Nearest Neighbor
(materi) K Nearest Neighbor - Euclidean Distance
(video) KNN materi
(video) KNN python
FORM PERTANYAAN
Pertemuan 25 - Support Vector Machine (SVM)
(materi) SVM 1
(materi) SVM 2
(PYTHON) SVM
FORM PENGUMPULAN TUGAS MERANGKUM
(video) SVM
Pertemuan 27 - Support Vector Regression & Model Evaluation
(video)Support Vector Regression - dari youtube
(video) Penjelasan SVR dan SVR di Python
(materi) Support Vector Regression (SVR)
(materi) Model Evaluation-Selection
diabetes
contoh tugas akhir menggunakan SVR
FORM TUGAS
Pertemuan 31 - EAS
FORM PENGUMPULAN JAWABAN EAS
SOAL EAS DATA MINING
DATA EAS
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[finished] Data Mining Aktuaria (A)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 SAINS AKTUARIA
Semester Gasal 2020/2021
[finished] Data Mining Aktuaria (A)
Summary
[finished] Data Mining Aktuaria (A)
Teacher:
Pratnya Paramitha Oktaviana
