Session on “Data to Decision using Machine learning: Real-life use cases and implementation” under Industry Luminary Lecture Series was orgnanised on January 13, 2020. The speaker of the session was Mr. Jainendra Kumar, Former Senior Director of Engineering, Pitney Bowes Noida, Former Vice President, RateGain Noida. Mr. Kumar started his session with importance of decision and canvas behind machine taking decisions. He discussed Data Lake, Batch and Stream processing, Message Broker, Visualization of data, Machine Learning methods like Clustering, Classification, and Prediction, Reinforcement Learning, real-life uses of validating and utilizing those in achieving competitive advantage for companies. He also showcased decision-making technical framework, how model production and deployment is being done by Start-ups in the optimized manner. The session was coordinated by Dr. Sonal Jain.