Kalyan Prasad
Kalyan is a Data and AI scientist with a background as a former data science and analytics manager, effectively balancing both academia and industry . He is a community leader and an active contributor to the Python, data science, and scientific communities.
Sessions
12-04
12:30
30min
The Hidden Costs of Data Quality - Tackling Common Data Challenges in ML
Kalyan Prasad
Data quality is a crucial factor that significantly impacts the performance of machine learning models. However, many data scientists often overlook or underestimate the hidden costs associated with poor data quality. This talk will highlight common data challenges, and discuss their implications for model accuracy and reliability. Attendees will learn practical strategies to identify, assess, and improve data quality, ensuring their machine learning projects yield better results.
Data/ Data Science Track
Data/ Data Science Track