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تحليل البيانات الضخمة باستخدام Hadoop
محتوى الدورة
Hadoop Introduction | What is Hadoop? | Big Data Analytics using Hadoop | Lecture 1
Hadoop Ecosystem Explained | Hadoop tools for handling Big Data | Hadoop Full Course | Lecture 2
Install Hadoop Cluster on your Windows PC | HDP Sandbox installation step-by-step guide | Lecture 3
Interacting with HDFS using Command Line Interface and Ambari Web UI | HDP Sandbox | Hadoop Tutorial
HDFS - All you need to know! | Hadoop Distributed File System | Hadoop Full Course | Lecture 5
Understanding MapReduce in Hadoop | What is MapReduce and how it works? | Lecture 6
Installing MRJob, Python, Nano in Hadoop cluster to run our first MapReduce job! | Hadoop Tutorial
Running our first MapReduce Job! | Analyzing Movie Ratings data to get the most popular ratings
MapReduce job to get the most popular movie from a dataset [Exercise] | Hadoop MapReduce Tutorial
Hive: A Relational Data Store for Hadoop | What is Hive and how it works? | Hadoop Tutorial
Running Hive Queries on Hadoop through Ambari Web UI | Hadoop Hive Tutorial | Lecture 11
Running Hive Queries through Command Line (Hive Shell) | Hadoop Tutorial | Lecture 12
Apache Spark with Hadoop | What is Spark and why it is used? | Big Data Hadoop Tools Explained
RDD (Resilient Distributed Dataset) Explained | Apache Spark Core Concepts | Hadoop Tutorial
Spark DataFrame Explained | What is DataFrame and how to create it? | Hadoop Tutorial
Running our First Spark Application on Hadoop Cluster [Activity] | Spark with Hadoop Tutorial
Introducing Apache Pig with Hadoop | What is Pig and why we use it? l | Lecture 17
Running Apache Pig Script on Hadoop Cluster [Activity] | Finding most popular movie in a dataset
Integrating MySQL with Hadoop using Sqoop tool | Working with Relational Databases with Hadoop
Configuring MySQL and Importing the Required Data Files | MySQL with Hadoop | Lecture 20
Running Sqoop Import/Export Jobs to Transfer Data Between MySQL and Hadoop (HDFS, Hive) [Activity]
NoSQL with Hadoop | What is NoSQL and Why it is Used? | SQL Vs NoSQL | Lecture 22
Introducing HBase: a NoSQL Database for Hadoop | What is HBase? | HBase Architecture
Working with HBase on Hadoop Cluster [Activity] | HBase Hadoop Tutorial | Lecture 24
Introducing Cassandra with Hadoop | NoSQL Database for Big Data | Lecture 25
Installing Cassandra on Hadoop HDP Sandbox [Activity] | Cassandra with Hadoop Tutorial
Writing Data to Cassandra using Spark | Integrating Spark with Cassandra | Big Data Hadoop Tutorial
Introducing MongoDB with Hadoop | Big Data Hadoop Tutorial | Lecture 28
Installing MongoDB on HDP Sandbox | Integrating MongoDB with Hadoop and Apache Spark
Working with MongoDB using Spark to Read/Write the Data [Activity] | Big Data Hadoop Tutorial
MongoDB: Working with Mongo Shell and Basic Commands | Big Data Hadoop Tutorial
How to Choose a Right Database for your Application? | Big Data Hadoop Tutorial
Introducing Apache Drill: a Query Engine for Big Data | Hadoop Tutorial | Lecture 33
Installing Apache Drill on HDP Sandbox | Big Data Hadoop Tutorial | Lecture 34
Querying with Apache Drill Across Multiple Databases | Big Data Hadoop Tutorial
Apache Phoenix: a SQL Skin for HBase | Big Data Hadoop Tutorial
Setting up Apache Phoenix and query HBase using it | Big Data Hadoop Tutorial | Lecture 37
Integrating Apache Phoenix with Pig to load/retrieve the data from HBase | Big Data Hadoop Tutorial
Presto: a Powerful SQL Query Engine for Big Data! | Hadoop Big Data Tutorial | Lecture 39
Installing Presto and querying Hive using it | Big Data Hadoop Tutorial
Querying Cassandra & Hive using Presto | Big Data Hadoop Tutorial | Lecture 41
Apache Hadoop: YARN Explained | Big Data Hadoop Tutorial | Lecture 42
Introducing Apache Tez | Tez vs MapReduce speed test using Hive | Big Data Hadoop | Lecture 43
Apache Zookeeper Explained and Simulating a Failing Master Node | Big Data Hadoop Tutorial
Introducing Apache Zeppelin | A web-based notebook for Big Data analytics | Hadoop Full Course
Working with Spark using Zeppelin Notebook | Apache Zeppelin Tutorial | Big Data Hadoop Tutorial
Introducing Apache Kafka in Hadoop Ecosystem | Working with real-time data | Big Data Hadoop
Setting up Apache Kafka and simulating a real-time data streaming | Big Data Hadoop Full Course
Processing web logs using Apache Kafka | Big Data Hadoop Full Course
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