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Introduction to the Course
Welcome to the Course
Why Apache Spark for Weblog Reporting?
What You Will Learn
Tools We’ll Use: Apache Spark, Spark SQL, Apache Zeppelin
Weblog Use Case Deep Dive
What is a Weblog?
eCommerce Weblog Use Case Overview
What Reports Can Be Generated from Weblogs
Understanding the Weblog Dataset (41 Attributes Explained)
Setting Up the Environment
Requirements
(Hands On) Installing JAVA
Steps for Installing JAVA
(Hands On) Setting JAVA environments
Steps for Setting JAVA environments
(Hands On) Apache Zeppelin Installation Steps on Ubuntu machine
Steps for Installing Apache Zeppelin on Ubuntu machine
(Hands On) Installing Docker Desktop on Windows 10/11
Steps for Installing Docker on Windows
(Hands On) Running Apache Zeppelin on Docker (Windows)
Steps for Running Apache Zeppelin on Docker
(Hands On) Configure and Connect to Spark interpreter
Steps for Configure and Connect to Spark Interpreter
Download Resources
Download Resources
EcommerceWeblogReport Zeppelin File
Data File
Importing Zeppelin file in Zeppelin Environment
Zeppelin Basics
What is Zeppelin
Features & Benefits
Notebook UI Overview
Markdown and text formatting
Creating and running paragraphs
Hands on Creating and Running paragraphs
Visualization Options (Tables, Bar chart, Pie chart, etc.)
Hands On - Types of Default Chart in Zeppelin
Zeppelin with Apache Spark
Spark interpreter details
Working with RDDs and DataFrames
Spark SQL queries and caching
Visualizing Spark outputs
Job tracking and performance tuning basics
Data Exploration with Spark
Understanding the Weblog Schema in Apache Spark
Loading and Structuring Weblog Data with Spark
Report Building with Spark SQL
Registering Weblog DataFrame as a Temporary SQL View in Spark
Generating Session Report
Page Views Report
New Visitor Report
Refering Domains Report
Normalized Target Report
Target Domains Report
Referring URL Report
Top IP Addresses Report
Search Query Report
Cellular Network Technology
Mobile Connection Type
Payment Type
Device Screen Resolution
Browser Used for Shopping
Device Type
Introduction
Introduction
Download Resources
Download Source Code for Project
Download Data for Project
Project Begins
File level details
(Old) Free Account creation in Databricks
(New) Free Account creation in Databricks
Importing Databricks Notebook
Overview and Project Objective
Data Level Details
Launch Spark Cluster
Spark Notebook Basics
Loading data into Spark Dataframe
Session Report
Page Views Report
New Visitor Report
Referring Domains Report
Target Domains Report
Referring URL Report
Top IP Addresses Report
Search Query Report
Cellular Network Technology
Mobile Connection Type
Payment Type
Device Screen Resolution
Browser Used for Shopping
Device Type
Publish Notebook to the Web