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Big Data with Hadoop: Apply MapReduce, Pig & Hive
Coursera
Course
Unknown

Big Data with Hadoop: Apply MapReduce, Pig & Hive

EDUCBA

Learn to process sensor data, apply MapReduce, create data workflows with Pig, and execute queries using Hive for data-driven decision making.

Unknown3 weeksEnglish, HU

About this Course

By the end of this course, learners will be able to analyze real-world sensor datasets, preprocess JSON files, apply Hadoop MapReduce operations, implement data flows with Apache Pig, and execute SQL-like queries using Apache Hive. They will also interpret insights on demographics, income, and social indicators to support evidence-based decision-making. This hands-on project-based course equips learners with the essential Big Data skills required to process and analyze large-scale sensor data. Unlike theoretical introductions, it focuses on live project scenarios where learners design workflows, troubleshoot errors, and generate meaningful outcomes. Through case studies such as gender ratios, income tax predictions, and child labor analysis, learners understand how analytics can directly inform strategic and policy decisions. What makes this course unique is its integrated approach—learners gain practical exposure to MapReduce, Pig, and Hive in a single structured project. This ensures that participants not only master the technical tools but also develop the ability to transform raw data into actionable insights that drive real-world impact

What You'll Learn

  • Process and analyze sensor data using Pig, Hive, and MapReduce
  • Preprocess JSON files and design data workflows
  • Generate insights from demographic and economic data
  • Apply practical skills in real-world scenarios
  • Support data-driven decision making

Prerequisites

  • Basic computer skills
  • Internet usage skills
  • Ability to read instructions in English

Instructors

E

EDUCBA

Topics

Data Analysis
Data Science
Probability and Statistics
Analytics
Demography
Data Transformation
Social Sciences
Data Wrangling
Debugging
Apache Hadoop

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
الإحصاء والاحتمالات
التحليلات
الديموغرافيا
تحويل البيانات
العلوم الاجتماعية
تنظيف البيانات
Debugging
Apache Hadoop

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