Heart Attack and Diabetes Prediction Project in Apache Spark (Machine Learning Project)

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.