Course Big Data Analysis

Course Description

The Big Data Analysis course covers the concept of Big Data analysis, including Volume, Velocity, and Variety (3V), then there is predictive analysis, without any constraints on the size of the data being processed. Technological advances in the storage, processing and analysis of Big Data include (a) a rapid reduction in data storage costs in recent years; (b) flexibility and cost effectiveness in data centers and cloud computing for elasticity and storage computing; and (c) the development of new frameworks such as the Hadoop Ecosystem, which allows users to take advantage of distributed computing systems storing large amounts of data through parallel processing. So this technological progress has created several differences between traditional analysis and advanced analysis in Big Data.

Program Objectives (PO)

Aktifitas Pembelajaran

Pertemuan 1
Konsep dasar big data analytic
Date 30 Agustus 2023
Pertemuan 2
Konsep dasar Data Analytics Lifecycle
Date 6 September 2023
Pertemuan 3
Konsep dasar metode analitik
Date 13 September 2023
Pertemuan 4
Konsep dasar metode analitik
Date 20 September 2023
Pertemuan 5
Konsep dasar Cluster Analysis
Date 27 September 2023
Pertemuan 6
Konsep dasar Cluster Analysis
Date 4 Oktober 2023
Pertemuan 7
Konsep dasar Associations Rules
Date 11 Oktober 2023
Pertemuan 8
Date 18 Oktober 2023
Pertemuan 9
Konsep dasar Big Data Tools
Date 25 Oktober 2023
Pertemuan 10
Melakukan Setup Big DataTools
Date 1 November 2023
Pertemuan 11
Dan melakukan Data Ingestion
Date 8 November 2023
Pertemuan 12
Konsep dasar data store big data
Date 15 November 2023
Pertemuan 13
Keilmuan big data analytic dalam suatu penyelesaian kasus
Date 22 November 2023
Pertemuan 14
Keilmuan big data analytic dalam suatu penyelesaian kasus
Date 29 November 2023
Pertemuan 15
Keilmuan big data analytic dalam suatu penyelesaian kasus
Date 6 Desember 2023
Pertemuan 16
Date 20 Desember 2023