Course Provider
What will you learn in this course?
- Introduction to Big Data, Big Data Definition, Significance - Why Big Data, RDBMS and Big Data
- Introduction and Overview of Hadoop, Hadoop Distributed File System (HDFS)
Machine Learning for Data Science using R
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Skill Type
Emerging Tech
- Domain
Artificial Intelligence
- Course Category
Popular Tech Topics
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- Course Price
INR 13,200
- Course Duration
- Course Price
Why should you take this course?
- Know what Hadoop, Hadoop Distributed File System, and MapReduce is and have working knowledge of how to use them
- How to write Hive queries for all tasks from creating databases & tables to loading data, querying including joints Advanced operations on tables like handling data in XML and JSON formats
- Understanding of Hbase, Data storage, Bulk data load processes
- Knowledge of how to schedule workflows using Oozie scheduler and coordinator
- Creating interactive dashboards with Tableau and getting dashboards from raw data
Who should take this course?
All IT people who want to switch to data Engineering
Curriculum
- Introduction to Big Data, Big Data Definition, Significance - Why Big Data, RDBMS and Big Data.
- Introduction and Overview of Hadoop, Hadoop Distributed File System (HDFS)
- Hadoop - History Architecture, Hadoop Components HDFS Architecture, HDFS Operations,
- Hands-on Exercises on Jigsaw Lab
- MapReduce Concept
- MapReduce Architecture
- YARN MapReduce Internals Hands-on Exercises
- Hive Architecture and Components
- Data Storage in Hive
- Data Types in Hive
- Hive Query Language Features
- Partitions in Hive Joins in Hive
- Advanced features - Handling JSON and XML format in Hive
- Hands-on Exercises
- HBase Overview and Architecture
- Data Model
- Bulk Data Upload to Hbase
- Oozie Introduction and Overview Workflow
- Coordinator in Oozie
- Need_for_Visualizations-1
- Importance_of_Big_Data_Visualization
- Big_Data_Visualization_Tools_Tableau_Products-1
- Tableau_Installation_Workspace_Overview-1
- Working with Tableau
- Creating interactive dashboards
- Integrating Tableau with Hadoop