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.

  • Discover Apache Spark and Machine Studying on the Databricks platform.

  • Launching Spark Cluster

  • Course of that knowledge utilizing a Machine Studying mannequin (Spark ML Library)

  • Fingers-on studying

  • Actual time Use Case

  • Create a Information Pipeline

  • Publish the Project on Internet to Impress your recruiter

  • Graphical  Illustration of Information utilizing Databricks pocket book.

  • Remodel structured knowledge utilizing SparkSQL and DataFrames

  • 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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