Preview Build Spark Machine Learning and Analytics (5 Projects)

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

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

Preview - Build Spark Machine Learning and Analytics (5 Projects)