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. ML Pipeline Architecture