Hadoop Data Analyst Training

In this Hadoop Data Analyst training class, students learn the fundamentals of Hadoop and move on to working with Pig and Hive.

Location

Public Classes: Delivered live online via WebEx and guaranteed to run . Join from anywhere!

Private Classes: Delivered at your offices , or any other location of your choice.

Goals
  1. Understand Hadoop fundamentals.
  2. Learn to analyze data with Pig.
  3. Learn to process complex data with Pig.
  4. Learn to troubleshoot Pig.
  5. Learn when to use Hive.
  6. Learn to manage data with Hive.
  7. Learn to optimize Hive.
Outline
  1. Hadoop Fundamentals
    1. Hadoop Overview
    2. HDFS
    3. MapReduce
    4. The Hadoop Ecosystem
  2. Introduction to Pig
    1. Pig's Features/Use Cases
    2. Interacting with Pig
  3. Basic Data Analysis with Pig
    1. Pig Latin
    2. Loading Data
    3. Field Definitions and Simple Data Types
    4. Data Output
    5. Viewing the Schema
    6. Filtering /Sorting Data
    7. Common Functions
  4. Processing Complex Data with Pig
    1. Storage Formats
    2. Complex/Nested Data Types
    3. Grouping
    4. Built-in Functions for working with Complex Data
    5. Iterating Grouped Data
  5. Multi-Dataset Operations with Pig
    1. Combining Data Sets
    2. Joining Data Sets
    3. Set Operations
    4. Splitting Data Sets
  6. Extending Pig
    1. Parameters
    2. Macros / Imports
    3. UDFs
    4. Using Other Languages to Process Data with Pig
  7. Pig Troubleshooting and Optimization
    1. Logging
    2. Hadoop's Web UI
    3. Data Sampling and Debugging
    4. Understanding the Execution Plan Improving the Performance
  8. Introduction to Hive
    1. Hive Schema and Data Storage
    2. Hive vs Traditional Databases
    3. Hive vs. Pig
    4. When to use Hive
    5. Relational Data Analysis with Hive
    6. Hive Databases and Tables
    7. Basic HiveQL Syntax
    8. Data Types
    9. Joining Data Sets
    10. Common Built-in Functions
  9. Hive Data Management
    1. Hive Data Formats
    2. Creating Databases and Hive-Managed Tables
    3. Loading Data into Hive
    4. Altering Databases and Tables Self-Managed Tables
    5. Simplifying Queries with Views
    6. Storing Query Results
    7. Controlling Access to Data
  10. Text Processing with Hive
    1. Text Processing
    2. Important String Functions
    3. Using Regular Expressions in Hive
  11. Hive Optimization
    1. Understanding Query Performance
    2. Controlling Job Execution Plan
    3. Partitioning
    4. Bucketing
    5. Indexing Data
  12. Extending Hive
    1. Data Transformation with Custom Scripts
    2. User-Defined Functions
    3. Parameterized Queries
Class Materials

Each student in our Live Online and our Onsite classes receives a comprehensive set of materials, including course notes and all the class examples.

Training for your Team

Length: 3 Days
  • Private Class for your Team
  • Online or On-location
  • Customizable
  • Expert Instructors

What people say about our training

Our onsite training was exactly tailored to our needs. The examples were extremely relevant to our needs and skill set.
Amanda Morton
Harrisburg Project
Webucator offered a well-planned, comprehensive training. Most importantly, our instructor made it fun and customized it so it didn't feel like a typical training.
Tracy White
Bankrate.com
Bravo Webucator!! Learning advance material in the comfort of my home. I would take another class!!
Pam Channel-Arnold
Raytheon SAS
In four days this course provided me with the essential tools I needed to do my job well and a wealth of resources at my fingertips as I grow as a web administrator. The interactive learning style is great, I would absolutely take a course with Webucator in the future!
Andrea Shaw
The Alliance

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