Analisis Big Data

Materi Perkuliahan Analisis Big Data (3 SKS Pertemuan) 2020
Prodi Sarjana Statistika
Fakultas Matematika dan Ilmu Pengetahuan Alam
Universitas Brawijaya

Pertemuan 1: Pengantar Big Data
Pertemuan 2: Getting ready to use R and Hadoop
Pertemuan 3: Writing Hadoop MapReduce Programs
Pertemuan 4: Integrating R and Hadoop
Pertemuan 5: Using Hadoop Streaming with R
Pertemuan 6: Importing and Exporting Data from various Database (with Relational)
Pertemuan 7: Importing and Exporting Data from various Database (with Non-Relational)
Ujian Tengah Semester
Pertemuan 8: Spark with R (Database with Relational and non-relational databases)
Pertemuan 9: Understanding the data analytics project life cycle (metode:
Pertemuan 10: Metode Machine Learning
Pertemuan 11: Computing the frequency of stock market change
Pertemuan 12: Predicting the sale price of blue stock for bulldozers
Pertemuan 13: Naïve bayes with H2O on Hadoop with R
Pertemuan 14: Neural Networks with H2O on Hadoop with R
Ujian Akhir Semester