DS5A-607 Big Data Technologies.pdf - DS5A-607 Big Data Technologies Credits 3(2-0-2 Course Objective The main objective of this course is to introduce

DS5A-607 Big Data Technologies.pdf - DS5A-607 Big Data...

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DS5A-607: Big Data Technologies Credits: 3 (2-0-2) Course Objective:The main objective of this course is to introduce big data technologies such as Hadoop, spark and analyzing big datasets in spark using python. COURSE DESCRIPTION: UNIT I: IntroductionIntroduction to Big Data Platform – Challenges of Conventional Systems - Intelligent data analysis – Nature of Data - Analytic Processes and Tools - Analysis vs Reporting – Modern Data Analytic Tools. Big Data Analytics Process, Big Data Analytics for Business. Identifying problem and solving problem in Big Data environment. Analyzing Unstructured vs. Structured Data, Databases. UNIT II: Hadoop and MapReduceIntroduction to Hadoop, Hadoop architecture, A Brief History of Hadoop, Apache Hadoop and the Hadoop Ecosystem, Hadoop Releases; Hadoop Distributed File system: Design of HDFS, HDFS Concepts. Introduction to MapReduce: MapReduce Basic Concepts, Understanding the Map Reduce architecture, Writing MapReduce Programs. understanding Map phase, shuffling, sorting, and reducing phase.
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  • Winter '16
  • t.k.sinha

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