How is data prepared for machine learning?
Data is one of the main factors determining whether machine learning projects will succeed or fail. That's why it is necessary to prepare data in the most digestible form for a future ML model.
Watch our video to find out more about data preparation for machine learning:
00:00 Intro
01:19 Dataset size
03:07 Dataset quality
04:35 Labeling
06:35 Data reduction and cleansing
09:56 Data wrangling
12:14 Feature engineering
Sources:
[1] https://www.reuters.com/article/us-am...
[2] https://www.sciencedirect.com/science...
Read more in our article: https://www.altexsoft.com/blog/datasc...
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