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Courses>Data Science>Heart Attack and Diabetes Prediction Project in Apache Spark
DevelopmentHeart Attack and Diabetes Prediction Project in Apache Spark
Price:Paid
Length:3 hours
Content type:video
level:beginner
Updated:24 February 2024
Published:21 August 2022
Similar courses
Opportunities
Courses>Data Science>Heart Attack and Diabetes Prediction Project in Apache Spark
Heart Attack and Diabetes Prediction Project in Apache Spark
3.0 (2.1k)
3 hours
2115 students
What you will learn
1In this course you will implement Spark Machine Learning Project 2 Mini Projects in Apache Spark using Databricks Notebook (Community edition server)
2Launching Apache Spark Cluster
3Process that data using a Machine Learning model (Spark ML Library)
4Hands-on learning
5Create a Data Pipeline
6Real-time Use Case
7Publish the Project on Web to Impress your recruiter
Target audiences
1Beginner Apache Spark Developer, Bigdata Engineers or Developers, Software Developer, Machine Learning Engineer, Data Scientist
Requirements
1Apache Spark basic and Scala fundamental knowledge is required and SQL Basics along with Machine Learning basics
2Following browsers on Windows, Linux or macOS desktop:
3Google Chrome (Latest version), Firefox (Latest version), Safari (Latest version), Microsoft Edge* (Latest version)
4Internet Explorer 11* on Windows 7, 8, or 10 (with latest Windows updates applied)
5*You might see performance degradation for some features on Microsoft Edge and Internet Explorer.
6The following browsers are not supported:
7Mobile browsers.
8Beta, “preview,” or otherwise pre-release versions of desktop browsers.
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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.

Similar courses
Opportunities
Make the most out of your online education
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Careertail
Courses>Data Science>Heart Attack and Diabetes Prediction Project in Apache Spark
DevelopmentHeart Attack and Diabetes Prediction Project in Apache Spark
Price:Paid
Length:3 hours
Content type:video
level:beginner
Updated:24 February 2024
Published:21 August 2022
Similar courses
Opportunities
Courses>Data Science>Heart Attack and Diabetes Prediction Project in Apache Spark
Heart Attack and Diabetes Prediction Project in Apache Spark
3.0 (2.1k)
3 hours
2115 students
What you will learn
1In this course you will implement Spark Machine Learning Project 2 Mini Projects in Apache Spark using Databricks Notebook (Community edition server)
2Launching Apache Spark Cluster
3Process that data using a Machine Learning model (Spark ML Library)
4Hands-on learning
5Create a Data Pipeline
6Real-time Use Case
7Publish the Project on Web to Impress your recruiter
Target audiences
1Beginner Apache Spark Developer, Bigdata Engineers or Developers, Software Developer, Machine Learning Engineer, Data Scientist
Requirements
1Apache Spark basic and Scala fundamental knowledge is required and SQL Basics along with Machine Learning basics
2Following browsers on Windows, Linux or macOS desktop:
3Google Chrome (Latest version), Firefox (Latest version), Safari (Latest version), Microsoft Edge* (Latest version)
4Internet Explorer 11* on Windows 7, 8, or 10 (with latest Windows updates applied)
5*You might see performance degradation for some features on Microsoft Edge and Internet Explorer.
6The following browsers are not supported:
7Mobile browsers.
8Beta, “preview,” or otherwise pre-release versions of desktop browsers.
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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.

Similar courses
Opportunities
Make the most out of your online education
Careertail
Copyright © 2021 Careertail.
All rights reserved
Quick Links
Get StartedLog InAbout UsCourses
Company
BlogContactsPrivacy PolicyCookie PolicyTerms and Conditions
Stay up to date
Trustpilot