Solving Data Challenges In Machine Learning With Automated Tools | TOPBOTS
Solving Data Challenges In Machine Learning With Automated Tools | TOPBOTS
Data is the lifeblood of machine learning (ML) projects. At the same time, the data preparation process is one of the main challenges that plague most projects. According to a recent study, data preparation tasks take more than 80% of the time spent on ML projects. Data scientists spend most of their time on data cleaning (25%), labeling (25%), augmentation (15%), aggregation (15%), and…
