Pig And Hive For Extracting Business Data in Heathrow

Pig and Hive Training for Extracting Business Data Course Outline

Module 1: Introduction to Hadoop and Pig

• Hadoop
• Hadoop Distributed File System
• System Architecture
• Apache Pig Architecture
• Components of Pig
• Pig Execution Modes
• Working of Pig

Module 2: Hive

• Overview
• Hive Architecture
• Components of Hive
• Working of Hive
• Experimentation with Hive

Module 3: Exploring HDFS and MapReduce

• What is HDFS (Hadoop Distributed File System)?
• Objectives of HDFS
• Exporting Data from HDFS to Local Machine
• Setting the HDFS Block Size for a Specific File in a Cluster
• Importing Data from Another Hadoop Cluster
• Saving Compressed Data on HDFS
• What is MapReduce?
• Components of MapReduce
• Advantages of MapReduce

Module 4: Executing Data Flows with Pig

• What is Apache Pig?
• Why do We Need Apache Pig?
• Connecting to the Pig Console and Pig Execution Options
• Using Pig to Interactively Filter the Dataset
• Grouping, Subsetting, and Aggregating Data Using Pig

Module 5: Manipulating Data with Hive

• How Hive Organise the Data?
• How Does Apache Hive Software Work?
• What are the Different Data Types Used by Apache Hive?

Module 6: Extract Business Value with HiveQL

• What is Business Value?
• What is HiveQL?
• HiveQL Built-in Operators

Module 7: Real-Time Access to Hadoop Based Data Lake

• Introduction to Hadoop-Based Data Lake
• Proposed High-Level Approach
• Hadoop-Based Data Processing
• Business Scenario

Who Should Attend this Pig and Hive Training for Extracting Business Data Course?

The Pig and Hive Training for Extracting Business Data Training Course is a comprehensive course designed to equip delegates with the skills and knowledge needed to effectively use Pig and Hive, two powerful tools in the Hadoop ecosystem, for extracting, transforming, and analysing business data. This Business Intelligence Course is useful for the following professionals:

• Business Analysts
• Data Analysts
• Data Engineers
• Information Technology Professionals
• Managers
• Database Administrators
• Business Intelligence Professionals

Prerequisites of the Pig and Hive Training for Extracting Business Data Course

There are no formal prerequisites for the Pig and Hive Training for Extracting Business Data Training Course. However, a basic understanding of data extraction and Hadoop can be beneficial.

Pig and Hive Training for Extracting Business Data Course Overview

This Pig and Hive Training for Extracting Business Data introduces delegates to Pig and Hive, two essential components of the Apache Hadoop ecosystem designed for large-scale data processing. This training is crucial for individuals looking to harness the power of these tools in extracting, transforming, and loading (ETL) data efficiently. Understanding Pig and Hive is highly relevant in today's data-driven business environment.

Professionals such as Data Engineers, Analysts, and Developers should aim to master Pig and Hive. These tools are essential for handling big data, as they provide a streamlined approach to processing and querying large datasets. Mastery of Pig and Hive empowers professionals to enhance their data processing capabilities, enabling them to extract valuable insights and support informed decision-making.

The Knowledge Academy's 1-day training in Pig and Hive equips delegates with practical skills to navigate and utilise these tools effectively. Delegates will learn to write Pig Latin scripts for data processing and use Hive for querying structured data. The training covers critical aspects of Pig and Hive, ensuring that delegates leave with hands-on experience to apply to real-world business scenarios.

Course Objectives

• To understand the fundamentals of Pig and Hive in the Hadoop ecosystem
• To write Pig Latin scripts for data extraction and transformation
• To use Hive for querying and analysing structured data
• To perform efficient ETL processes on large-scale datasets
• To optimise data processing workflows using Pig and Hive
• To apply best practices in leveraging Pig and Hive for business data extraction

Upon completing the Pig and Hive Training, delegates will possess the skills to leverage Pig and Hive for extracting and processing business data effectively. Business Intelligence Courses empowers them to contribute to streamlined data workflows, facilitating improved decision-making and data-driven insights within their professional roles.

What’s Included in this Pig and Hive Training for Extracting Business Data Course?

• World-Class Training Sessions from Experienced Instructors
• Pig and Hive Training for Extracting Business Data Certificate
• Digital Delegate Pack