کــد دوره:big01
مدرس دوره: مهندس علی نادری
مـدت دوره: 40 ساعت
شهریـه دوره:1,000,000 تومان
امتیاز ثبت نام:10 امتیاز
اشتراک گذاری:

شهریه مدرس دوره مـدت دوره تاریخ شروع کلاس ساعت برگزاری روزهای برگزاری ظرفیت لینک ثبت نام
1,000,000 تومان مهندس علی نادری 40 ساعت 98/05/20 17-21 یکشنبه-سه شنبه 10 ثبت نام
INTRODUCTION
 ● What is Big Data?
 ● Why Now?
● Big Data Use Cases
 ● Various Solutions
 ● Overview of Hadoop Ecosystem
 ● Spark Ecosystem                                          
FOUNDATION & ENVIRONMENT
● Hadoop & Spark Hands-on
● Basics of Linux - Quick Hands-On
● Setting up VM (optional)
● Install Apache Hadoop
● Overview hortonworks, Cloudera and Mapr
HDFS
 ● Why HDFS?
● Understanding the architecture
● Advance HDFS Concepts
YARN
● Computing?
 ● Map Reduce
● Resource Management: YARN Architecture
MAPREDUCE
● Why Map Reduce?
 ● Understanding Map Reduce Framework
● Example - Java Map Reduce
● Limitations of Map Reduce
ANALYZING DATA WITH PIG
● Why Pig?
 ● Getting Started
 
PROCESSING DATA WITH HIVE
● Why Hive?
 ● Hive Architecture Overview
 ● Getting Started
● Impala
 
NOSQL DATA BASE
 ● What is NoSQL?
● CAP Theorem
● Getting Started –mongo DB, Elastic Search – Cassandra, …
IMPORTING DATA WITH SQOOP and Nifi
● Sqoop Overview
● Import from Oracle to HDFS, Hive, HBase
● Apache Nifi Overview
● Apache Flume Overview
● Apache Kafka Overview
 
SPARK BASICS
 ● What is Apache Spark?
● Why Spark?
● Example
● Understanding Spark Cluster Modes on YARN
 ● RDDs (Resilient Distributed Datasets)
● General RDD Operations: Transformations & Actions
● Creating the Spark Context
● Building a Spark Application (Scala, Java, Python)
● Running Spark on Cluster
 
ZOOKEEPER
● Why Do we need it?
● Hands-On
APACHE STORM
● Hands-On