Heart Attack and Diabetes Prediction Project in Apache Spark

Description

Apache Spark Project - Heart Attack and Diabetes Prediction Project in Apache Spark Machine Learning Project (2 mini-projects) for beginners using Databricks Notebook (Unofficial) (Community edition Server)

In this Data science Machine Learning project, we will create

1) Heart Disease Prediction

2) Diabetes Prediction

using a few algorithms 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

• Create a Data Pipeline

• Publish the Project on Web to Impress your recruiter

• Graphical  Representation of Data using Databricks notebook.

• Transform structured data using SparkSQL and DataFrames

• Data exploration using Apache Spark

  
  

1) Heart Disease Prediction using Decision Tree Classification Model

2) Diabetes Prediction using Logistic Regression Model and One-vs-Rest classifier (a.k.a. One-vs-All) Model

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.

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