Big Data course 2025
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Bachelor's (BS)
Master's (MS)
Introduction to Big Data
Labs
Lab 1 - Installing HDP Sandbox
Lab 2 - Data Retrieval with SQL and CQL
Lab 3 - MongoDB
Extra Lab - Memgraph/Neo4j
Lab 4 - Apache Hadoop HDFS
Lab 5 - Apache Hadoop YARN & MapReduce
Lab 6 - Apache Spark RDD
Lab 7 - Apache Spark DataFrame & SQL
Lab 8 - Apache Spark MLlib
Assignments
Assignment 1 - SQL and NoSQL databases
Assignment 2 - Simple Search Engine using Hadoop MapReduce
Assignment 3 - Apache Spark SQL & MLlib
Project
Project Description
Stage I - Data collection and Ingestion
Stage II - Data Storage/Preparation & EDA
Stage III - Predictive Data Analytics
Stage IV - Presentation