Data Science:Hands-on Diabetes Prediction with Pyspark MLlib

Diabetes Prediction using Machine Learning in Apache Spark

Created by: School of Disruptive Innovation
Creative Learning Solutions for the Digital Age

What Will I Learn?

• Diabetes Prediction using Spark Machine Learning (Spark MLlib)
• Learn Pyspark fundamentals
• Working with dataframes in Pyspark
• Analyzing and cleaning data
• Process data using a Machine Learning model using Spark MLlib
• Build and train logistic regression model
• Performance evaluation and saving model

Requirements

• Basics of Python

Target audience

• Anyone interested in Data analysis with Spark and ML
• Anyone who wants to learn fundamentals of Apache Spark in Big Data Analytics