/MLOpsDemo

Primary LanguagePython

MLOpsDemo at Microsoft Spark 3.0 (2021 July)

Problem Statement

In this problem, we create a machine learning model to predict KM based on miles.

Input: Mile (float)

Output: KM (float)

Data source: Random sampled numbers between (1, 50000) with random noise.

Traditional Programing vs Machine Learning

ML Pipeline Architecture

Pipeline Architecture