Heart Attack and Diabetes Prediction Project in Apache Spark
Table of Contents
Description
Apache Spark Project – Heart Attack and Diabetes Prediction Project in Apache Spark Machine Studying Project (2 mini-projects) for freshmen utilizing Databricks Pocket book (Unofficial) (Group version Server)
On this Information science Machine Studying challenge, we’ll create
1) Heart Illness Prediction
2) Diabetes Prediction
utilizing a couple of algorithms of the predictive fashions.
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Discover Apache Spark and Machine Studying on the Databricks platform.
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Launching Spark Cluster
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Course of that knowledge utilizing a Machine Studying mannequin (Spark ML Library)
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Fingers-on studying
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Actual time Use Case
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Create a Information Pipeline
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Publish the Project on Internet to Impress your recruiter
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Graphical Illustration of Information utilizing Databricks pocket book.
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Remodel structured knowledge utilizing SparkSQL and DataFrames
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Information exploration utilizing Apache Spark
1) Heart Illness Prediction utilizing Resolution Tree Classification Mannequin
2) Diabetes Prediction utilizing Logistic Regression Mannequin and One-vs-Relaxation classifier (a.ok.a. One-vs-All) Mannequin
A Actual time Use Case on Apache Spark
About Databricks:
Databricks enables you to begin writing Spark ML code immediately so you’ll be able to focus in your knowledge issues.
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