Illness Prediction 2 Tasks in Apache Spark(ML) for novices utilizing Databricks Pocket book (Unofficial) Group version
What you’ll be taught
On this course you’ll implement Spark Machine Studying Undertaking 2 Mini Tasks in Apache Spark utilizing Databricks Pocket book (Group version server)
Launching Apache Spark Cluster
Course of that information utilizing a Machine Studying mannequin (Spark ML Library)
Palms-on studying
Create a Information Pipeline
Actual-time Use Case
Publish the Undertaking on Net to Impress your recruiter
Description
Apache Spark Undertaking – Coronary heart Assault and Diabetes Prediction Undertaking in Apache Spark Machine Studying Undertaking (2 mini-projects) for novices utilizing Databricks Pocket book (Unofficial) (Group version Server)
On this Information science Machine Studying undertaking, we are going to create
1) Coronary heart Illness Prediction
2) Diabetes Prediction
utilizing a number of algorithms of the predictive fashions.
- Discover Apache Spark and Machine Studying on the Databricks platform.
- Launching Spark Cluster
- Course of that information utilizing a Machine Studying mannequin (Spark ML Library)
- Palms-on studying
- Actual time Use Case
- Create a Information Pipeline
- Publish the Undertaking on Net to Impress your recruiter
- Graphical Illustration of Information utilizing Databricks pocket book.
- Remodel structured information utilizing SparkSQL and DataFrames
- Information exploration utilizing Apache Spark
1) Coronary heart Illness Prediction utilizing Choice 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 helps you to begin writing Spark ML code immediately so you possibly can focus in your information issues.
Content material
Introduction
Obtain Assets
Undertaking Fundamentals
Coronary heart Illness Prediction Undertaking
Diabetes Prediction Undertaking
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