There are three main types of data wrangling tools:
- Data Preparation Tools: These tools help users prepare the data for machine learning. They include functions such as splitting a large dataset into smaller chunks and reorganizing it into a usable format.
- Data Visualization Tools: These tools help users visualize their machine learning results, which is helpful when they have too much data or when they want to show their findings to others.
- Machine Learning Tools: These tools help users train and test predictive models using a wide variety of algorithms such as decision trees, random forests, gradient boosting machines.
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