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[galactissolutions]

Designing and Building Big Data Applications training, manila,philippines

Designing and Building Big Data Applications training, Manila,PhilippinesDesigning And Building Big Data Applications Course DescriptionDuration: 4.00 days (32 hours),

This four day training for designing and building Big Data applications prepares you to analyze and solve real-world problems using Apache Hadoop and associated tools in the Enterprise Data Hub (EDH).

You will work through the entire process of designing and building solutions, including ingesting data, determining the appropriate file format for storage, processing the stored data, and presenting the results to the end-user in an easy-to-digest form. Go beyond MapReduce to use additional elements of the EDH and develop converged applications that are highly relevant to the business.

Intended Audience For This Designing And Building Big Data Applications Course

» This course is best suited to developers, engineers, architects, data scientist who want to use use Hadoop and related tools to solve real-world problems.

Designing And Building Big Data Applications Course Objectives

» Creating a data set with Kite SDK

» Developing custom Flume components for data ingestion

» Managing a multi-stage workflow with Oozie

» Analyzing data set with Pig

» Analyzing data with Crunch

» Writing user-defined functions for Hive and Impala

» Transforming data with Morphlines

» Indexing data with Cloudera Search

Designing And Building Big Data Applications Course Outline

Application Architecture

Defining and Using Data Sets

Using the Kite SDK Data Module

Importing Relational Data with Apache Sqoop

Capturing Data with Apache Flume

Developing Custom Flume Components

Managing Workflows with Apache Oozie

Analyze data set with Pig

Processing Data Pipelines with Apache Crunch

Working with Tables in Apache Hive

Developing User-Defined Functions

Executing Interactive Queries with Impala

Understanding Cloudera Search

Indexing Data with Cloudera Search

Presenting Results to Users

Scenario Explanation

Understanding the Development Environment

Identifying and Collecting Input Data

Selecting Tools for Data Processing and Analysis

Presenting Results to the Use

Metadata Management

What is Apache Avro?

Avro Schemas

Avro Schema Evolution

Selecting a File Format

Performance Considerations

What is the Kite SDK?

Fundamental Data Module Concepts

Creating New Data Sets Using the Kite SDK

Loading, Accessing, and Deleting a Data Set

What is Apache Sqoop?

Basic Imports

Limiting Results

Improving Sqoop--s Performance

Sqoop 2

What is Apache Flume?

Basic Flume Architecture

Flume Sources

Flume Sinks

Flume Configuration

Logging Application Events to Hadoop

Flume Data Flow and Common Extension Points

Custom Flume Sources

Developing a Flume Pollable Source

Developing a Flume Event-Driven Source

Custom Flume Interceptors

Developing a Header-Modifying Flume Interceptor

Developing a Filtering Flume Interceptor

Writing Avro Objects with a Custom Flume Interceptor

The Need for Workflow Management

What is Apache Oozie?

Defining an Oozie Workflow

Validation, Packaging, and Deployment

Running and Tracking Workflows Using the CLI

Hue UI for Oozie

What is Apache Pig?

Pig's Features

Basic Data Analysis with Pig

Filtering and Sorting Data

Commonly-Used Functions

Processing Complex Data with Pig

Techniques for Combining Data Sets

Pig Troubleshooting and Optimization

What is Apache Crunch?

Understanding the Crunch Pipeline

Comparing Crunch to Java MapReduce

Working with Crunch Projects

Reading and Writing Data in Crunch

Data Collection API Functions

Utility Classes in the Crunch API

What is Apache Hive?

Accessing Hive

Basic Query Syntax

Creating and Populating Hive Tables

How Hive Reads Data

Using the RegexSerDe in Hive

What are User-Defined Functions?

Implementing a User-Defined Function

Deploying Custom Libraries in Hive

Registering a User-Defined Function in Hive

What is Impala?

Comparing Hive to Impala

Running Queries in Impala

Support for User-Defined Functions

Data and Metadata Management

What is Cloudera Search?

Search Architecture

Supported Document Formats

Collection and Schema Management

Morphlines

Indexing Data in Batch Mode

Indexing Data in Near Real Time

Solr Query Syntax

Building a Search UI with Hue

Accessing Impala through JDBC

Powering a Custom Web Application with Impala and Search

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