Heart Attack and Diabetes Prediction Project in Apache Spark | Udemy


Heart Attack and Diabetes Prediction Project in Apache Spark | Udemy
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Genre: eLearning

Disease Prediction 2 Projects in Apache Spark(ML) for beginners using Databricks Notebook (Unofficial) Community edition

What you’ll learn
In this course you will implement Spark Machine Learning Project 2 Mini Projects 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

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.

Who this course is for:
Beginner Apache Spark Developer, Bigdata Engineers or Developers, Software Developer, Machine Learning Engineer, Data Scientist

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