Lilach is a Senior Data Scientist at K Health. She combines her expertise in data science and AI algorithms, with her passion for the medical field, to create and improve personalized primary care data-driven applications. Before joining K Health, Lilach worked at Teva Pharmaceuticals for 5 years, where she worked closely with biostatisticians to improve and develop methods for acquiring, processing, analyzing, and presenting clinical trial data. Lilach holds a M.Sc. in Computer Science from IDC Herzliya, a B.Sc in Biomedical Engineering from Tel-Aviv University, and has over 10 years of industry experience in Medical Data Research.
Senior Data Scientist | Product Manager
Tel Aviv, Israel
Can also give an online talk/webinar
Paid only. Contact speaker for pricing!
Know Your Data (aka EDA)
Data / AI / ML
What is EDA and why do you need it? We have powerful models nowadays so why not just throw all the data into a model and let the model deal with it? Let's say we learn some insights about the data, does it worth doing it before using the model? What is the added value of exploring our data in advance? In this lecture we will answer all these questions and more about how a deep understanding and familiarity with our data can improve our models. The lecture is tailored for those with prior knowledge in data science and experience in ML/AI concepts.