For more information contact us
Phone:
03-6176066
Fax: 03-6176677
info@sela.co.il
Coming courses
Register/More info
More courses from
Big Data
Big Data with Hadoop and Spark
Deep Learning for Software Developers (of Machine Learning)
Big Data for Decision Makers
Machine Learning for Software Developers
Testing the Internet of Things (IoT) – An Exploratory Workshop
Using solr search engine
Elastic Stack Workshop
Machine Learning Fundamentals
BDHS - Version: 3
Big Data with Hadoop and Spark
3 days course
Description
In the first training day, the course will introduce developers to the Hadoop ecosystem focusing on HDFS, Hive and HBase. In the next two training days, the course will cover Spark including: Spark Streaming, Graphs and Machine Learning.
Intended audience
Developers who wish to obtain the skills and knowledge to develop big data solutions with Hadoop and Spark.
Prerequisites
Basic knowledge of programming in Python
Objectives
Storing and analyzing data using HBase and Hive
Distributed programming with Spark
Using Machine learning algorithms
Topics
Hadoop (day 1)
Hadoop Introduction
Big Data Analytics
What is and Why Hadoop
Comparing Hadoop with Other Technologies
Hadoop Architecture
Hadoop Ecosystem
Hadoop Usage Examples
Hadoop HDFS
What Is and Why HDFS
HDFS Architecture
HDFS Features
HDFS Commands
HDFS Web UI
Hue Web UI
Hadoop Hive
What Is and Why Hive?
Hive Architecture
HiveQL
Physical Layout
Loading Data into Hive Tables
Partitions
Joining
Buckets
Hadoop HBase
What is and Why HBase?
HBase Shell
HBase Architecture
HBase Data Model
Storing Data Into HBase table using Pig and Hive
Accessing data in the HBase table using Pig and Hive
Access HBase table via REST/Thrift
Spark Workshop (day 2 & 3)
Why Spark?
Basic Concepts
Running on Clusters
Spark SQL
Spark Performance Topics
Spark Structured Streaming
Spark ML
BDHS Course
I would like a representative to contact me regarding this activity
*
*
*
*
*