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FSTM_Day
Digunakan untuk Workshop FSTM di Matana University
Komputasi Statistika ~ Pengantar
Materi Pengantar
Econometrics ~ Time Series Graphics
1 Introduction
2 Time Series objects
3 Time Plots
4 Time Series Patterns
5 Seasonal Plots
6 Seasonal Subseries Plots
7 Scatterplots
8 Lag Plots
9 Autocorrelation
10 White Noise
Econometrics ~ Heteroskedasticity
1 Introduction
2 What is Heteroskedasticity?
3 Identify Heteroscedasticity
4 Heteroskedasticity Tests
5 Consistent Standard Errors
6 GLS: Known Form of Variance
7 Grouped Data
8 GLS: Unknown Form of Variance
9 Heteroskedasticity in the LPM
Survival Analysis ~ Simple Case Study
1 Data Description
2 Objectives
3 Basics of Survival Analysis
4 Cox-Prop Hazard Model
5 Cox Model Assumptions
Database System ~ SQL Join Table
1 What is a SQL join?
2 Relational Database Example
3 Basic SQL Join Types
Database System ~ Connecting R to SQL
Here, you will learn how to connect R to SQL, Write table, Read Table, and Basic SQL.
Prediksi Harga Rumah dengan Regresi Linear
Regresi Linear
Klasifikasi Penggemar Anggur Menggunakan Logistik, k-NN, Naive Bayes, Decision Tree, & Random Forest
Logistik, k-NN, Naive Bayes, Decision Tree, & Random Forest
Analisis Segmentasi Pelanggan E-commerce
Megunakan RFM dan Metode K-means
Webinar Career Series I ~ Pengenalan Data Science dan Aplikasinya dalam Bisnis
Pengenalan Data Science dan Aplikasinya dalam Bisnis