Demystifying Data Science Vol. 1. Lydia Khashina ML based manufacturing process control

The speech is about the role of ML in Industry 4. 0: how ML models help to prevent major equipment failures and decrease human factors in production downtime. We will discuss the algorithm of working with data in manufacturing and metalworking, what challenges there can be, and which industrial needs lead us to use ML as a primary tool in developing solutions for clients. Lydia Khashina is a product owner at Zyfra. Her responsibility is to develop AIbased products for manufacturing and metalworking clients in times of the fourth industrial revolution. She manages the team of data scientists to help them apply their skills and knowledge to reallife needs.