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What were the main challenges Scott mentioned in obtaining the data he needs to build models?
What were the main challenges Scott mentioned in obtaining the data he needs to build models?
- Storing data in known and easily accessible data repositories
- Obtaining data of quality due to errors, missing values, and inconsistencies (correct)
- Obtaining data that is consistent among different geographical areas and assets
- Selecting the right features or variables from the datasets
What did Scott highlight as a challenge in obtaining consistent data among different geographical areas and assets?
What did Scott highlight as a challenge in obtaining consistent data among different geographical areas and assets?
- Storing data in known and easily accessible data repositories
- Selecting the right features or variables from the datasets
- Extracting and pre-processing data
- Data containing errors and missing values (correct)
What did Scott identify as a challenge in selecting the right features or variables from the datasets?
What did Scott identify as a challenge in selecting the right features or variables from the datasets?
- Extracting and pre-processing data
- Having data stored in known and easily accessible data repositories
- Obtaining data that is consistent among different geographical areas and assets
- Obtaining data of quality due to errors, missing values, and inconsistencies (correct)
What was mentioned as a challenge in having data stored in known and easily accessible data repositories?
What was mentioned as a challenge in having data stored in known and easily accessible data repositories?
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What challenge did Scott mention in extracting and pre-processing data?
What challenge did Scott mention in extracting and pre-processing data?
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