Women Techmakers Lviv team is very pleased to invite You to our 7th WTM doIT Meetup!
"Predictive Analytics and Machine Learning in Industry"
Speaker: Yuriy Guts, a Machine Learning Engineer at DataRobot with over 10 years of industry experience in data science and software architecture.
According to a recent report by McKinsey & Company, AI technologies will generate $50 trillion of value by the year 2025. The key to creating this value is leveraging operational data to extract new insights and drive executive decisions. As a result, businesses nowadays widely deploy predictive analytics and machine learning for predicting loan defaults, churn, fraud, insurance claims, hospital readmission, service outage, and many other cases. We'll look at how data science and AI solutions can bring value in real-life business environments, how a typical day in the life of a data scientist looks like, and what tools they use.
Main focuses of the meetup:
-What can and cannot be achieved through predictive modeling
-How predictive models work in a nutshell
-How to define a predictive modeling project and criteria for its success
-Where to gather data and how to prepare it
-What expertise to involve and at what stages Overview of data science project methodology, common tools, and products
Agenda:
18:45-19:00 - Registration
19:00-19:10 - Welcome words
19:10-20:10 - "Predictive Analytics and Machine Learning in Industry"
20:10-20:20 - Question session
20:20-21:00 - Networking
