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Build Apache Spark Machine Learning Project for eCommerce
Introduction
Download Data for the Project on eCommerce
Download SourceCode for eCommerce Project
Introduction to Spark
(Old) Free Account creation in Databricks
Login (New) Free Account creation in Databricks
Provisioning a Spark Cluster
Introduction to Machine Learning
Basics about notebooks
Dataframes
Regression Model
Explanation of few terms used in Model
Project Explanation Part 1
Project Explanation Part 2
Project Explanation Part 3
Project Explanation Part 4
Project Explanation Part 5
Build Apache Spark Machine Learning Project (Banking Domain)
Introduction
Download Data for Banking Project
Download Source Code for Banking Project
Introduction to Spark
(Old) Free Account creation in Databricks
(New) Free Account creation in Databricks
Provisioning a Spark Cluster
Introduction to Machine Learning
Basics about notebooks
Dataframes
Explanation of few terms used in Model
Project Explanation Part 1
Project Explanation Part 2
Project Explanation Part 3
Project Explanation Part 4
Project Explanation Part 5
Project Explanation Part 6
Build Apache Spark Machine Learning Project (Prediction Shopper Purchase Intent)
Introduction
Download Source Code for Shopper Purchase Intent Project
Download Data for Shopper Purchase Intent Project
Introduction to Spark
(Old) Free Account creation in Databricks
(New) Free Account creation in Databricks
Provisioning a Spark Cluster
Introduction to Machine Learning
Basics about notebooks
Dataframes
Explanation of few terms used in Model
Project Explanation Part 1
Project Explanation Part 2
Project Explanation Part 3
Project Explanation Part 4
Project Explanation Part 5
Project Explanation Part 6
Project Explanation Part 7
Project Explanation Part 8
Build Apache Spark Analytics Project using Web Server Log
Introduction
Download Data for Apache Webserver Project
Download SourceCode for Apache Webserver Project
Introduction to Spark
Basics of DataFrames
(Old) Free Account creation in Databricks
(New) Free Account creation in Databricks
Provisioning a Spark Cluster
Basics of Notebook
Project Explanation Part 1
Project Explanation Part 2
Project Explanation Part 3
Project Explanation Part 4
Project Explanation Part 5
Project Explanation Part 6
Project Explanation Part 7
Predictive Analytics with Apache Spark including Project
Introduction
Introduction to Spark
Download Source Code for Predictive Analytics Project
Download Data for Predictive Analytics Project
(Old) Free Account creation in Databricks
(New) Free Account creation in Databricks
Provisioning a Spark Cluster
Introduction to Machine Learning
Basics about notebooks
Dataframes
Basics of DataFrames
Classification Model
Building a Classification Model
Regression model
Building a Regression Model
Explanation of few terms used in Model