By completing this course, learners will be able to explain the fundamentals of Apache Pig, apply Pig Latin scripts for big data processing, analyze and transform datasets using operators and functions, and design advanced workflows with UDFs and Piggy Bank.
This comprehensive program takes learners from beginner to advanced concepts in a structured way. Starting with the foundations of Pig and its role in the Hadoop ecosystem, learners will explore execution modes, data types, and essential commands for managing and displaying data. The course then progresses into mastering Pig operators, including GROUP, JOIN, UNION, SPLIT, and FILTER, while demonstrating the use of built-in functions to prepare data for analytics. Finally, learners gain hands-on experience with Pig scripting, debugging, execution plans, and extending Pig’s capabilities using user-defined functions and community-contributed libraries.
Unlike traditional MapReduce coding, Pig offers a simplified scripting environment that reduces development time and complexity. This course is unique because it blends practical scripting exercises with real-world data transformation scenarios, equipping learners with the skills to efficiently process large-scale datasets. By the end, learners will confidently apply Apache Pig to streamline ETL workflows and enhance big data analytics.
This module introduces learners to the fundamentals of Apache Pig. It covers its role in the Hadoop ecosystem, explores execution modes, explains essential data types, and demonstrates core commands for data storage, loading, and visualization. By the end of this module, learners will understand the basic building blocks needed to work effectively with Pig.
涵盖的内容
8个视频4个作业
显示有关单元内容的信息
8个视频•总计57分钟
Introduction to Pig•5分钟
Features of Apache Pig•8分钟
Pig Vs Hive•10分钟
Apache Pig Local and MR Modes•5分钟
Launching Local Modes•6分钟
Data Types in Pig•9分钟
Pig Commands - Store and Load•9分钟
Load Command•6分钟
4个作业•总计60分钟
Getting to Know Pig•10分钟
Execution Modes and Data Types•10分钟
Essential Commands in Pig•10分钟
Foundations of Apache Pig•30分钟
Mastering Pig Operators and Functions
第 2 单元•小时 后完成
单元详情
This module focuses on data transformation and manipulation in Pig. Learners will explore grouping, joining, and combining datasets; practice filtering, splitting, and deduplication; and apply built-in Pig functions to handle real-world data challenges. Emphasis is placed on using operators to transform and prepare data efficiently.
涵盖的内容
10个视频4个作业
显示有关单元内容的信息
10个视频•总计71分钟
Pig Commands - Group•6分钟
CoGroup Operator•6分钟
Join and Cross operators in Pig•7分钟
Join and Cross operators in Pig Continues•7分钟
Union and Split Operators in Pig•5分钟
More on Split Operators•8分钟
Filter Distinct and For each•11分钟
Pig Functions•5分钟
Pig Functions Continues•8分钟
Input Data Size•8分钟
4个作业•总计60分钟
Working with Groups and Joins•10分钟
Combining and Splitting Data•10分钟
Filtering, Functions, and Input Handling•10分钟
Mastering Pig Operators and Functions•30分钟
Advanced Pig Programming
第 3 单元•小时 后完成
单元详情
This module advances learners’ skills in Pig programming by focusing on scripting, debugging, and extending Pig’s functionality. It introduces Pig Latin scripting, HDFS integration, execution plans, and Grunt Shell interaction. Learners will also explore UDFs and Piggy Bank to enhance Pig’s capabilities for enterprise-level data workflows.
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