About 45% of the time in data science projects is consumed by processing and labeling data. It’s fair to say that data labeling is one of the most expensive tasks of any machine learning project. How to work with data properly when preparing it? What are the best labeling methods and tools to use in machine learning solutions today? We keep learning from the experience gained by engineers and entrepreneurs behind the leading data labeling solutions, Toloka, Superb AI, Label Studio, and more.
🏷 Data Labeling for ML: Survey
🏷 Data Labeling for ML: Survey
🏷 Data Labeling for ML: Survey
About 45% of the time in data science projects is consumed by processing and labeling data. It’s fair to say that data labeling is one of the most expensive tasks of any machine learning project. How to work with data properly when preparing it? What are the best labeling methods and tools to use in machine learning solutions today? We keep learning from the experience gained by engineers and entrepreneurs behind the leading data labeling solutions, Toloka, Superb AI, Label Studio, and more.