datascience3

 

Big Data Course – For Working Professionals and Students

 

Course Name

Topics Covered

Foundation Course in Big Data and Analytics

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  • Big Data Life Cycle
  • Big Data Principles and Characteristics
  • Big Data sources
  • Introduction to scientific analysis and sampling
  • Basics of Hadoop
  • Introduction to Analytics

 

Big Data Courses – For Engineers, Developers

Course Name

Topics Covered

Hadoop Development

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  • Data Modelling
  • Data Preparation
  • Big Data Sources
  • Hadoop, Cloudera
  • HDFS, Hive
  • Pig, Impala
  • Sqoop, Hue
  • MapReduce, Yarn
  • R
  • Python

Hadoop Administration

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  • Hadoop Cluster
  • Deployment
  • Monitoring
  • Performance tuning
  • Security
  • HDFS, QJM, Oozie
  • Hive Administration
  • Cloudera

 

 Big Data Courses – For Managers, Executives, Analysts

Course Name

Topics Covered

Foundation Course in Big Data and  Analytics

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  • Big Data life cycle
  • Big Data principle and characteristics
  • Big Data sources
  • Introduction to scientific analysis and sampling
  • Basics of Hadoop
  • Introduction to Analytics

Data Science and Analytics

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  • Statistical Modelling
  • Algorithms
  • R language
  • R Studio
  • Big Data Sources
  • Big Data Lifecycle
  • Data Science Methodology
  • Data Exploration
  • Data Mining
  • Text Mining
  • Analytics
  • Visualization Tools

Business Intelligence, Analytics and  Visualization

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  • Big Data Sources
  • Big Data life cycle
  • Business Intelligence Tools for Big Data
  • Data Warehouse
  • Data Mining, Text Mining
  • Tableau, TIBCO Spotfire