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Coursera

Hadoop Projects: Analyze Big Data with Hive & Pig

EDUCBA via Coursera

Overview

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By the end of this course, learners will be able to design, implement, and analyze real-world Big Data projects using Hadoop’s core components — HDFS, Hive, Pig, and MapReduce. They will apply data processing techniques to customer complaints, health surveys, traffic violations, and loan datasets to extract valuable business insights. This hands-on, project-based course guides learners through every stage of Big Data analysis — from importing and transforming data to executing distributed computations and exporting results to relational databases. Learners will master essential Hadoop workflows such as writing MapReduce programs, developing Hive queries, integrating Pig scripts, and using Sqoop for seamless SQL data transfer. What makes this course unique is its real-world project orientation that combines four complete Hadoop case studies into one comprehensive learning experience. Each module provides step-by-step implementation practice to build confidence and technical proficiency. Upon completion, learners will be equipped to manage large datasets, optimize performance, and apply Hadoop-based solutions in enterprise environments.

Syllabus

  • Getting Started with Hadoop Projects
  • Managing Health Survey Data using HDFS
  • Traffic Violation Data Analysis
  • Loan Dataset Analysis using Pig and MapReduce
  • Advanced Hadoop Integrations and Analysis

Taught by

EDUCBA

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