تفاصيل الدورة
Beginner Level 3 Days / 24 HoursFundamentals of Big Data
Intro to Distributed Systems & HDFS
Exploring Big Data Ecosystem & Distributions
Basic Intro to NoSQL
Hadoop Fundamentals
Intro to Hadoop
Introduction to MapReduce
Intro to YARN
Basic Hadoop Cluster Implementation
SQL-On-Hadoop
Intro to SQL-On-Hadoop
Intro to Hive
Basic Implementation of Hive & Hive Server 2
Ingesting Data into Hadoop
Intro to Sqoop
Concept of Stream Processing
Into to Kafka
Advanced Level: 5 Days / 40 Hours
MapReduce In Depth
Hadoop Architecture In Depth
Intro to Apache Zookeeper
Advanced Cluster Implementation
SQL-On-Hadoop
Advanced Hive Architecture
Ingesting Data Into Hive Using Sqoop
HiveQL
Intro to Apache HBase
Ingesting Data into Hadoop
Intro to ETL Concepts
Intro to Data Flow using Apache Nifi
Implementing Apache Nifi Cluster
Simple Integration Project with Apache Nifi
Intro to Python Programming
Ingesting Data into Hadoop
Implementing Kafka Cluster
Building Simple Kafka Producer & Consumer Using Python
Intro to Apache Spark
Spark Implementation
Simple Data Analysis with Apache Spark
Big Data Workshop: 5 Days / 40 Hours
Project 1: Data Ingestion from RDBMS into HIVE (ORC File)
Using Sqoop to Connect to RDBMS(Oracle / SQL Server)
Creating Hive Table on ORC File
Hive Table Performance Tuning
Project 2: Data Ingestion Streaming Data Using Kafka into Hadoop/Hive
Using Kafka to Connect to RDBMS(Oracle / SQL Server)
Kafka Advanced Cluster Configuration
Ingesting Data into Hadoop/Hive
Project 3: Data Analysis & Stream Processing using Spark 1
Spark Cluster Implementation
Using PySpark
Processing Data With Spark
Stream Processing With Spark
Project 4: Data Analysis & Stream Processing using Spark & Hive Integrating Spark with Hive
Ingesting Data with Spark into Hive
Using Spark SQL
Project 5: Data Visualization Using Apache
Implementing Apache Zeppelin
Integrating Apache Zeppeling With Spark
Visualize Data With Zeppeling
تحديث بتاريخ 20 July, 2020
المتطلبات
Attending Course :Big Data Systems ( Level 1 )
To gain the most from the workshop, the following is required:
Knowledge of Programming, Basic of “Java, Scala, Or Python”
Knowledge of Relational Database Management Systems.
Basic knowledge of operating systems & Network.
الموقع
نبذة عن معهد CLS Learn
Since 1995, CLS Learning solutions is leading the technology learning market in Egypt, the Middle East, and Africa. With our wide network of international partners, trainers, instructors, and technology leaders; we are able to deliver top notch training programs to our students and technology professionals.
25 Years in the market.
We delivered over 4,200 courses to 63,500 professionals in our centers.
We delivered 1,200 courses to 18,240 corporate employees on Site.
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