Upon joining TVB New Media Group in 2017, Doran has built and lead a data science team focusing on optimizing TVB’s content promotional strategies via machine learning models. Prior to TVB NMG, Doran worked as Data Analyst at eBay and as IT consultant at KPMG.
Doran holds a B.A. degree in Economics from University of Michigan, and a Master’s degree in Data Science from University of California, Berkeley
TVB's Big Data Journey - Data Science in Production
The workflow for building machine learning models often ends at the evaluation stage. Doran and her team want to share what happens after you build a machine learning model, highlighting the following topics:
• The building process for the machine learning model
• Prepping the model for release
• What to expect when you apply the model in production