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Modern technology has unlocked the data fabric of analytics with the potential of machine intelligence in day-to-day life. The field of Computer Science Engineering has contributed significantly to the development of various mathematical models and algorithms since the inception of earlier Konrad Zuse programmable computers. DeepSingularity LCC, is a global leading company in providing consultancy services for SAP, Big Data Analytics, data science, machine learning, deep learning, and IoT solutions. In the recent times, Enterprise Data Warehouse and SAP NetWeaver Business Warehouse have become intertwined for executive decision support systems based on running many data science and IoT platforms. Apparently, SAP holds the Guinness Book of World Records for building the largest big data warehouse with 12.1 PB big data running on SAP HANA (High-performance analytics appliance).The SAP solutions provider company handles projects integrating SAP HANA/SAP S/4 HANA with petabyte-scale data warehouses such as AWS RedShift and Google's BigQuery data science platforms requiring extensive data ingestion, data processing, data analytics, and programming.