Elements of Machine Learning With Spark and Python

Summary

This course is taught using Spark and Python.

Prerequisites

Before taking this course, you should have a working knowledge of Apache Spark. If students are new to Apache Spark, we can offer one day of ‘Introduction to Spark’ training. Students need a programming background. Familiarity with Python would be a plus, but not required. No machine learning knowledge is assumed.

Duration

3 Days/Lecture & Lab

Audience

This course is designed for data scientists and software engineers.

Topics

Machine Learning (ML) Overview

• Machine Learning in Python and Spark

• Machine Learning Concepts

• Feature Engineering (FE)

• Linear Regression

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