Course Outline
The course delivers the key concepts of Big Data. Participants will get familiar with the main technologies involved and with the architectures behind them. Among other, the course will go over the Hadoop Eco-system, Spark and NoSQL databases. The course will also discuss the challenges faced by Big Data developers and what are the recommended tools to use in a given situation.
Upcoming Meetings
03/05/2022
01/11/2022
Modules
Introduction to Big Data
- Key concepts
- Use cases
- Major technologies involved
Introduction to the Hadoop Ecosystem
- Problems with Traditional Large-scale Systems
- The Hadoop Eco-System
Hadoop Architecture
- Distributed Processing on a Cluster
- Storage: HDFS Architecture
- Storage: Using HDFS
- Resource Management: YARN Architecture
Importing Data into Hadoop
- Sqoop, Flume and Kafka
Process data over the cluster
- Introduction to Hive
- Introduction to Spark
- Other tools
NoSQL
- Basic concepts
- NoSQL families
- Major players in the market
Prerequisites
- Basic knowledge of database concepts and development environments
Upcoming Meetings
03/05/2022
01/11/2022
design a process that handles a massive amounts of data using up to data Big Data technologies”Download Full Syllabus