Machine Learning with PySpark: Data Analysis using SQL

Overview

Class Central Tips

This Guided Project is for beginning Python Developers. In this 1-hour long project-based course, you will learn how to Describe PySpark and Machine Learning, Use PySpark to Capture data, Use PySpark SQL to observe the data, Use PySpark MLlib to prepare training data, and Use PySpark MLlib to predict an outcome. To achieve this, we will work through using PySpark to read data into a PySpark Dataframe, View the Data using PysPark SQL, Prepare the Test and Training data using a heart disease data set, and attempt to predict heart disease using independent variables.

Syllabus

Project Overview

This Guided Project is for beginning Python Developers. In this 1-hour long project-based course, you will learn how to Describe PySpark and Machine Learning, Use PySpark to capture data, Use PySpark SQL to observe the data, Use PySpark MLlib to prepare training data, and Use PySpark MLlib to predict an outcome. To achieve this, we will work through using PySpark to read data into a PySpark Dataframe, View the Data using PysPark SQL, Prepare the Test and Training data using a heart disease data set, and attempt to predict heart disease using independent variables.