Anil Arora
Principal Data Scientist
SAS
location_on India
Member since 3 years
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Anil Arora
Specialises In (based on submitted proposals)
Anil is a Seasoned professional with extensive experience in Advanced Analytics and Artificial Intelligence space. He has impacted customers’ business across industries and regions including APAC, US, and EMEA by unleashing the power of analytics. He has conceptualized and set up new business units from the ground up, establishing successful analytics operations.
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Building Machine Learning models from scratch and Deploying in downstream Applications
45 Mins
Demonstration
Beginner
The session would start with a brief introduction of the evolutionary transformation of SAS platform for about 5-7 min. Followed by a jump right into the more exciting part of the session with a demo on how to build machine learning models right from scratch. This session would also emphasize and cover the need for feature engineering before building any Machine Learning models. Many organizations still face resistance in building ML models due to loss of model interpretation, hence we will see how can ML models be interpreted in SAS with various out of the box statistics. The demo would also cover the AutoML functionality to give a kickstart for data scientist for developing and refining (if needed) the ML models. At the end, the demo will cover how to consume or deploy the models in downstream applications like mobile, websites, etc. along with model governance. For the pure open source data science people the demo would conclude with how they can embrace and extend the power of open source with SAS
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