Big Data Analytics (I)
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RANCANGAN PEMBELAJARAN SEMESTER
Meeting 1 - Introduction to Big Data Analytics
Meeting - Week 1 (Intro to Big Data Analytics)
Materials
Meeting 2 - Types of Big Data Analytics
Meeting 2
Meeting 3-4: R Programming
Introduction to R
Materials
R progamming
Meeting 5-Project Assignment
Project Assignment - Descriptive and Diagnostic Analytics
Assignment
Section 5
Meeting 7
Section 6
Meeting 6 -BDA
Materials
Meeting 8 - Mid term evaluation
Big Data Analysis - Predictive Analysis
Week 9, Monday (23 Nov 2020) starts at 19:00
MMT BDA, Class I, Monday 23 Nov 2020 starts at 19:00
Article: Think big: learning contexts, algorithms and data science
cheat sheet: data.table
cheat sheet: h2o
Handling BIG DATA in R
Week 10, Monday (30 Nov 2020) starts at 19:00
MMT BDA, Class I, Monday 30 Nov 2020 starts at 19:00
Section 11
Unsupervised learning: Clustering Analysis
Clustering in Business
Business Intelligence
Section 12
Decision tree and Random Forest
VSURF - An R Package for Variable Selection Using Random Forests
Machine Learning in BioScience
MMT BDA, Class I, Monday 14 Dec 2020 starts at 19:15
Section 13
Correspondence Analysis using R
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Big Data Analytics (I)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Desain Kreatif dan Bisnis Digital
S-2 MANAJEMEN TEKNOLOGI ANALITIKA BISNIS
Semester Gasal 2020/2021
Big Data Analytics (I)
Summary
Big Data Analytics (I)
Teacher:
Achmad Choiruddin
Teacher:
Dedy Dwi Prastyo