Overview
This Big Data Analytics course will furnish you with the aptitudes and methodologies necessary to excel in the Big Data Analytics industry. With this training, you’ll learn to work with the adaptable, versatile frameworks based on the Apache Hadoop ecosystem. You'll learn Big Data implementations that have security, speed, and scale.
What you will Learn
- Hadoop Fundamentals - The Motivation for Hadoop
- Introduction to Pig
- Basic Data Analysis with Pig
- Processing Complex Data with Pig
- Multi-Dataset Operations with Pig
- Extending Pig
- Pig Troubleshooting and Optimization
- Introduction to Hive
- Relational Data Analysis with Hive
- Hive Data Management
- Text Processing with Hive
- Hive Optimization
- Extending Hive
- Introduction to Impala
- Analyzing Data with Impala
- Choosing the Best Tool for the Job
PREREQUISITES
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There are no pre-requisites to take up the Big Data Analytics training course. However, a basic understanding of mathematics and statistics is beneficial prior to starting this course.
CURRICULUM
- About this Course
- About Big Data
- Course Logistics
- Introductions
- Hadoop Overview
- HDFS
- MapReduce
- The Hadoop Ecosystem
- Lab Scenario Explanation
- Hands-On Exercise: Data Ingest with Hadoop Tools
- What Is Pig?
- Pig’s Features
- Pig Use Cases
- Interacting with Pig
- Pig Latin Syntax
- Loading Data
- Simple Data Types
- Field Definitions
- Data Output
- Viewing the Schema
- Filtering and Sorting Data
- Commonly-Used Functions
- Hands-On Exercise: Using Pig for ETL Processing
- Storage Formats
- Complex/Nested Data Types
- Grouping
- Built-in Functions for Complex Data
- Iterating Grouped Data
- Hands-On Exercise: Analyzing Ad Campaign Data with Pig
- Techniques for Combining Data Sets
- Joining Data Sets in Pig
- Set Operations
- Splitting Data Sets
- Hands-On Exercise: Analyzing Disparate Data Sets with Pig
- Adding Flexibility with Parameters
- Macros and Imports
- UDFs
- Contributed Functions
- Using Other Languages to Process Data with Pig
- Hands-On Exercise: Extending Pig with Streaming and UDFs
- Troubleshooting Pig
- Logging
- Using Hadoop’s Web UI
- Optional Demo: Troubleshooting a Failed Job with the Web UI
- Data Sampling and Debugging
- Performance Overview
- Understanding the Execution Plan
- Tips for Improving the Performance of Your Pig Jobs
- What Is Hive?
- Hive Schema and Data Storage
- Comparing Hive to Traditional Databases Hive vs. Pig
- Hive Use Cases Interacting with Hive
- Hive Databases and Tables
- Basic HiveQL Syntax
- Data Types
- Joining Data Sets
- Common Built-in Functions
- Hands-On Exercise: Running Hive Queries on the Shell, Scripts, and Hue
- Hive Data Formats
- Creating Databases and Hive-Managed Tables
- Loading Data into Hive
- Altering Databases and Tables
- Self-Managed Tables
- Simplifying Queries with Views
- Storing Query Results
- Controlling Access to Data
- Hands-On Exercise: Data Management with Hive
- Overview of Text Processing
- Important String Functions
- Using Regular Expressions in Hive
- Sentiment Analysis and N-Grams
- Hands-On Exercise (Optional): Gaining Insight with Sentiment Analysis
- Understanding Query Performance
- Controlling Job Execution Plan
- Partitioning
- Bucketing
- Indexing Data
- SerDes
- Data Transformation with Custom Scripts
- User-Defined Functions
- Parameterized Queries
- Hands-On Exercise: Data Transformation with Hive
- What is Impala?
- How Impala Differs from Hive and Pig
- How Impala Differs from Relational Databases
- Limitations and Future Directions
- Using the Impala Shell
- Basic Syntax Data Types
- Filtering, Sorting, and Limiting Results
- Joining and Grouping Data
- Improving Impala Performance
- Hands-On Exercise: Interactive Analysis with Impala
- Comparing MapReduce, Pig, Hive, Impala, and Relational Databases
- Which to Choose?
FAQs
You can enroll for this classroom training online. Payments can be made using any of the following options and receipt of the same will be issued to the candidate automatically via email.
1. Online ,By deposit the mildain bank account
2. Pay by cash team training center location
Highly qualified and certified instructors with 20+ years of experience deliver more than 200+ classroom training.
Contact us using the form on the right of any page on the mildaintrainings website, or select the Live Chat link. Our customer service representatives will be able to give you more details.
You will never miss a lecture at Mildaintrainigs! You can choose either of the two options: View the recorded session of the class available in your LMS. You can attend the missed session, in any other live batch.
We have a limited number of participants in a live session to maintain the Quality Standards. So, unfortunately, participation in a live class without enrollment is not possible. However, you can go through the sample class recording and it would give you a clear insight about how are the classes conducted, quality of instructors and the level of interaction in a class.
Yes, you can cancel your enrollment if necessary prior to 3rd session i.e first two sessions will be for your evaluation. We will refund the full amount without deducting any fee for more details check our Refund Policy
Yes, the access to the course material will be available for lifetime once you have enrolled into the course.
Just give us a CALL at +91 8447121833 OR email at info@mildaintrainings.com
+91 8447121833
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Training Features
Experiential Workshops
Top-rated instructors imparting in-depth training, hands-on exercises with high energy workshop
Certificate Exam Application Assistance
The training program includes several lab assignments, developed as per real industry scenarios.
Certificate Exam Success Formula
Training begins taking a fresh approach from basic, unique modules, flexible, and enjoyable.
Certificate Journey Support
Basic to intermediate and eventually advanced practicing full hands-on lab exercises till you master.
Free Refresh Course
Refresh training for experts for mastering and enhancing the skills on the subjects with fresh course modules.
Exclusive Post-Training Sessions
Includes evaluation, feedback, and tips to handle critical issues in live setup after you are placed in a job.
Mildain's Master Certificate
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Differentiate yourself with a Masters Certificate
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