Heart Attack and Diabetes Prediction Project in Apache Spark

Posted in: Tutorials | By: LeeAndro | 7-10-2020, 16:04 | 0 Comments
07
October
2020
Heart Attack and Diabetes Prediction Project in Apache Spark
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 1.00 GB | Duration: 3 hours

*You might see performance degradation for some features on Microsoft Edge and Internet Explorer.


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- Use Case

Publish the Project on Web to Impress your recruiter

Requirements

Apache Spark basic and Scala fundamental knowledge is required and SQL Basics along with Machine Learning 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)

The following browsers are not supported:

Mobile browsers.

Beta, "preview," or otherwise pre-release versions of desktop browsers.

Description

Apache Spark Project - Heart Attack and Diabetes Prediction Project in Apache Spark Machine Learning Project (2 mini-projects) for bners 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 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 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:

Bner Apache Spark Developer, Bigdata Eeers or Developers, Software Developer, Machine Learning Eeer, Data Scientist



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