The learner should have had about 150 hours of instructions and/or hands-on practice sessions lasting for 2 hours, to reinforce core concepts of ML and its vast applications in BigData mining, analytics, and process flow automation using Python as the interactive language to enable interoperability between modules and frameworks. To the end that scalable solutions are delivered to client-side to optimize and improve real-time output and