Detail kurzu

Big Data Technology Fundamentals

EDU Trainings s.r.o.

Popis kurzu

Big Data Technology Fundamentals provides baseline general knowledge of the technologies used in big data solutions. It covers the development of big data solutions using the Hadoop ecosystem, including MapReduce, HDFS, and the Pig and Hive programming frameworks. This web-based course helps you build a foundation for working with AWS services for big data solutions.
This course is offered at no charge, and can be used on its own or to help you prepare for the Big Data on AWS instructor-led course.

Obsah kurzu

This course contains the following 4 modules:
Module 1 – Introduction to Big Data

The Business Importance of Big Data
The Hadoop Ecosystem
Characteristics of Big Data
Processing Big Data
Tools and Techniques for Analyzing Big Data
Implementing Big Data Solutions
Case Study – Social Media Analytics

Module 2 – Introduction to MapReduce and Hadoop

Hadoop Architecture
MapReduce Framework
MapReduce Programming
MapReduce and HDFS/S3
Use Case – Recommendation Engine

Module 3 – Data Analysis Using Pig Programming

Introduction to Pig
Pig Data Types
Representing Data in Pig
Running Pig
User-Defined Functions
Pig vs Traditional RDBMSs
Advanced Techniques in Pig

Module 4 – Big Data Querying with Hive

Introduction to Hive
Representing Data in Hive
Hive Data Types
Probing Data with Hive Queries
Hive and AWS
Use Case – Ad Hoc Analysis and Product Feedback

Cieľová skupina

This course is intended for:

Individuals who are new to big data concepts, including Enterprise Solutions Architects, Big Data Solutions Architects, Data Scientists, and Data Analysts.
Certifikát Na dotaz.
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