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Spark Machine Learning Project (House Sale Price Prediction)

Link : Spark Machine Learning Project (House Sale Price Prediction)

This blog post is about our machine learning project, which was a past ... To ensure how well the models were predicting sales price, I split the ...NEW
Spark Machine Learning Project (House Sale Price Prediction)
2.5 (1 rating)
11 students enrolled
Created by Bigdata Engineer

What you'll 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

Requirements


  • Apache Spark basic and Scala fundamental knowledge is required and SQL Basics
  • Following browsers on Windows, Linux or macOS desktop:
  • Google Chrome (Latest version), Firefox (Latest version), Safari (Latest version), Microsoft Edge* (Latest version)
  • Internet Explorer 11* on Windows 7, 8, or 10 (with latest Windows updates applied)
  • *You might see performance degradation for some features on Microsoft Edge and Internet Explorer.
  • The following browsers are not supported:
  • Mobile browsers.
  • Beta, “preview,” or otherwise pre-release versions of desktop browsers.

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


  • Process that data using a Machine Learning model (Spark ML Library)
  • Hands-on learning
  • Real time Use Case
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