The Faculty Development Programme is conducted to focus on the fundamentals of data science with hands-on sessions on applied data science especially AutoML, AIaaS, and Responsible-AI using Python to automate the application. Data Science is the interdisciplinary field to deals with the processes and systems used to extract knowledge from large amounts of data. For a few decades, every sector has focused on analyzing the data to use their businesses for future perspective. More trained people are required in this era to have good knowledge of data science and data analytics to fulfill the demands of the current era for the different business areas.