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.