Master Apache Pig with ENCODE-IT’s Comprehensive Online Course
Unlock the potential of big data processing with Apache Pig, an essential tool in the Hadoop
ecosystem. ENCODE-IT’s Apache Pig course is designed for professionals who want to efficiently
process and analyze large datasets using this powerful scripting language. With Apache Pig, you can
easily write data transformation scripts that run on Hadoop clusters, making it one of the most
popular tools for ETL (Extract, Transform, Load) operations. This course will equip you with the
practical skills to work with Pig Latin, Apache Pig’s unique language, and understand how to
integrate it with other big data tools. Whether you're a beginner or looking to enhance your big data
skills, this course will empower you to take full advantage of Apache Pig for data processing and
analytics.
Course Overview
Apache Pig simplifies the process of writing complex MapReduce programs by providing a high-level
abstraction. It allows developers and data analysts to express data transformations in a simple, SQL-
like language known as Pig Latin. This course offers an in-depth look into how Apache Pig is used in
Hadoop environments for large-scale data processing. You will learn how to write and execute Pig
Latin scripts, optimize your queries, and use Apache Pig to handle massive datasets for real-time
analytics.
Through hands-on training, you will master the key features of Apache Pig, including its execution
modes, data types, operators, and the rich set of built-in functions. By the end of the course, you will
be proficient in using Pig to run data processing jobs that scale effectively on Hadoop clusters,
making you an expert in one of the most widely used tools in the big data landscape.
Salary Scale in India
Professionals skilled in Apache Pig and big data technologies are in high demand across industries.
The average salary for Apache Pig developers, Big Data Analysts, and Data Engineers in India
typically ranges from ₹6 lakhs to ₹15 lakhs annually for entry-level roles. For mid-level positions such
as Big Data Architects and Hadoop Engineers, salaries can range from ₹12 lakhs to ₹25 lakhs per
year. As the demand for big data professionals continues to rise, mastering Apache Pig can
significantly boost your career prospects and earning potential.
Placement Assistance & Certification in India
At ENCODE-IT, we are committed to helping you launch your career in the big data ecosystem. We
provide placement assistance to connect you with leading companies looking for professionals
skilled in Apache Pig and Hadoop technologies. Upon successful completion of the Apache Pig
course, you will receive a Certificate of Completion from ENCODE-IT, which will enhance your
credibility in the job market. Additionally, our placement support ensures you have the resources
and guidance to secure job opportunities in the fast-growing field of big data.
Course Curriculum
1. Introduction to Big Data and Hadoop Ecosystem
o Overview of Big Data and Its Challenges
o Introduction to the Hadoop Ecosystem: HDFS, MapReduce, and YARN
o Role of Apache Pig in the Hadoop Ecosystem
o Setting Up Hadoop and Pig Environments for Data Processing
2. Getting Started with Apache Pig
o Introduction to Pig Latin: The Scripting Language of Apache Pig
o Installing and Configuring Apache Pig on a Hadoop Cluster
o Pig Execution Modes: Local vs. MapReduce Mode
o Basic Pig Commands and Syntax
3. Working with Data in Apache Pig
o Loading and Storing Data in Apache Pig
o Working with Pig's Built-in Data Types
o Understanding and Using Tuples, Bags, and Maps
o Loading Data from Different Sources: HDFS, Local Files, and Databases
4. Transforming Data with Apache Pig
o Using Pig Operators for Data Transformation
o Filtering, Grouping, and Sorting Data in Apache Pig
o Combining Data Using Joins and Unions in Pig Latin
o Performing Aggregation and Calculations in Apache Pig
5. Advanced Data Operations in Apache Pig
o Nested Data and Complex Data Types in Pig
o Handling Null Values and Data Nullification
o Using Apache Pig's Built-in Functions for Data Analysis
o Working with Large Datasets and Optimization Techniques
6. Pig UDFs (User Defined Functions)
o Introduction to Pig UDFs: Extending Pig with Custom Functions
o Writing Java-based UDFs for Custom Data Transformation
o Registering and Using UDFs in Apache Pig Scripts
o Implementing Piggy Bank Functions for Reusable Code
7. Optimizing Pig Scripts and Performance Tuning
o Understanding Pig Execution Plans
o Optimizing Pig Scripts for Efficiency
o Using the Explain Command and Optimizing for Performance
o Best Practices for Writing Efficient Pig Latin Scripts
8. Working with Apache Pig and HBase
o Introduction to Apache HBase and Its Integration with Pig
o Loading and Storing Data from HBase to Pig
o Running Pig Scripts on HBase Data for Real-Time Analytics
9. Advanced Apache Pig Features
o Working with Pig Streams and External Data Sources
o Using Apache Pig for Batch and Real-Time Data Processing
o Integrating Apache Pig with Hive and Sqoop for ETL Pipelines
o Leveraging Apache Pig for Machine Learning Data Preparation
10. Real-World Projects and Use Cases
o Building an ETL Pipeline Using Apache Pig
o Data Cleansing and Transformation for Data Warehousing
o Analyzing Large-Scale Logs and Events with Apache Pig
o Real-World Use Case: Analyzing Web Traffic Data
11. Final Project and Certification Exam
o Final Project: Developing a Complete Data Processing Pipeline Using Apache Pig
o Optimizing Data Transformation Jobs and Integrating with Hadoop Ecosystem
o Final Exam: Comprehensive Assessment of Apache Pig Skills
o Certification of Completion from ENCODE-IT and Job Placement Assistance
Why Choose ENCODE-IT for Apache Pig Training?
ENCODE-IT provides a detailed, hands-on approach to learning Apache Pig, making it the perfect
course for anyone looking to build a career in big data and Hadoop. The course is designed to give
you practical skills that can be directly applied to real-world data processing tasks. Our expert
instructors guide you through every aspect of Apache Pig, from basic syntax to advanced
performance optimization techniques.
With placement assistance, certification, and a focus on industry-relevant skills, ENCODE-IT ensures
that you are ready to tackle the challenges of big data analytics. Whether you’re aiming for a career
in data engineering, data science, or business intelligence, this course will help you gain the
expertise required to excel in the growing big data landscape.
