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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.
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Explore Apache Spark and Machine Learning on the Databricks platform.
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Launching Spark Cluster
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Process that data using a Machine Learning model (Spark ML Library)
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Hands-on learning
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Real time Use Case
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Create a Data Pipeline
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Publish the Project on Web to Impress your recruiter
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Graphical Representation of Data using Databricks notebook.
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Transform structured data using SparkSQL and DataFrames
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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.