Spark Machine Learning Project (House Sale Price Prediction)

Spark Machine Learning Project (House Sale Price Prediction) for beginner using Databricks Notebook (Unofficial)

4.40 (70 reviews)
Udemy
platform
English
language
Data Science
category
Spark Machine Learning Project (House Sale Price Prediction)
12,300
students
1.5 hours
content
Oct 2023
last update
$54.99
regular price

What you will learn

In this course you will implement Spark Machine Learning Project House Sale Price Prediction in Apache Spark using Databricks Notebook(Community edition server)

Launching Apache Spark Cluster

Process that data using a Machine Learning model (Spark ML Library)

Hands-on learning

Create a Data Pipeline

Real-time Use Case

Publish the Project on Web to Impress your recruiter

Graphical  Representation of Data using Databricks notebook.

Transform structured data using SparkSQL and DataFrames

Description

Spark Machine Learning Project (House Sale Price Prediction) for beginners using Databricks Notebook (Unofficial) (Community edition Server)


In this Data science Machine Learning project, we will predict the sales prices in the Housing data set using LinearRegression one of the predictive models.

  • Explore Apache Spark and Machine Learning on the Databricks platform.

  • Launching Spark Cluster

  • Create a Data Pipeline

  • Process that data using a Machine Learning model (Spark ML Library)

  • Hands-on learning

  • Real time Use Case

  • Publish the Project on Web to Impress your recruiter

  • Graphical Representation of Data using Databricks notebook.

  • Transform structured data using SparkSQL and DataFrames


Predict sales prices a Real time Use Case on Apache Spark


About Databricks:

Databricks lets you start writing Spark ML code instantly so you can focus on your data problems.

Content

Introduction

Introduction

Download Resources

Download Resources

Project Begins

Introduction to Spark
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
File Content
Project Explaination
Important Lecture
Bonus Lecture

Reviews

Sourabh
May 2, 2020
This course is very good for the audience which are searching mainly for a project based course focused on practical implementation and not for learning spark and ML concepts which is self explanatory by the course name " Spark Machine Learning Project". Overall good content for begginers !
Yash
November 3, 2019
Background music is ANNOYING. Do us a favor, next time have an option to switch off the irritating background music so that we can focus on the content. Content wise this course is very good; nicely explained.

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2452496
udemy ID
7/10/2019
course created date
11/21/2019
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