EDUCBA

Hadoop Projects: Analyze Big Data with Hive & Pig

EDUCBA

Hadoop Projects: Analyze Big Data with Hive & Pig

EDUCBA

Instructor: EDUCBA

Access provided by North Ossetian State University

Gain insight into a topic and learn the fundamentals.
1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Build Hadoop workflows using HDFS, Hive, Pig, MapReduce, and Sqoop for large-scale data processing.

  • Import, transform, analyze, and export structured datasets between relational databases and Hadoop.

  • Develop MapReduce logic and evaluate complaint, health, traffic, and loan data for meaningful insights.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

20 assignments

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Build your subject-matter expertise

This course is part of the Hadoop Big Data Analytics & Projects Mastery Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 5 modules in this course

This module introduces learners to Hadoop through a real-world customer complaint analysis project. It explains how to design Hive-based workflows, configure driver and JAR files, and perform data analysis using MapReduce to uncover complaint patterns and location-based insights.

What's included

7 videos4 assignments

This module focuses on working with health-related datasets using HDFS and SQL integration. Learners explore how to import, organize, and export data efficiently between relational databases and Hadoop for effective population-level health analysis.

What's included

7 videos4 assignments

This module walks through a complete Hadoop-based project on traffic violation data. Learners gain practical experience importing data from SQL into HDFS, executing MapReduce jobs, and extracting analytical results for decision-making and reporting.

What's included

9 videos4 assignments

This module explores advanced data analysis using Pig and MapReduce. Learners work with a loan dataset to calculate average risk metrics, implement distributed computations, and evaluate risk by loan type, category, and geographic region.

What's included

10 videos4 assignments

This module deepens learner expertise through advanced integrations and optimizations. It covers custom MapReduce development, Pig–Hive combined analysis, and the use of Sqoop for seamless data exchange between RDBMS and Hadoop systems.

What's included

9 videos4 assignments

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

EDUCBA
EDUCBA
1,708 Courses425,513 learners

Offered by

EDUCBA

Why people choose Coursera for their career

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Explore more from Data Science