This lecture initiates the practical phase of the course by introducing the MBDA (Manufacturing Big Data Analytics) system, bridging the gap between theoretical frameworks and software implementation. It meticulously details the functional and software architectures, alongside the data modeling strategies for the Conformed and Trusted areas of the Data Lake. Furthermore, the session provides a comprehensive technical guide for system setup, encompassing environment variable definition, dual-layer logging optimization, and the activation of Git for robust version control.