You should know how to analyze data, and then you can work with any solution. It is like driving a car. I was using SAS when I was in the United States, but that was more than 25 years ago. I used SPSS Statistics at the beginning, which was a long time ago. If they can add this to the Modeler, it would be number one around the world. Currently the data, in the beginning, was structured, like an organized spreadsheet, however, now, you have to use unstructured data like pictures, voice, even location maps. Right now, with the Modeler, using unstructured data means needing to pay attention to IBM Modeler, including how to deal with the pictures.
Therefore, they need to work more on the time series. For the time field, they have an expert model, however, it is not as strong as regression techniques. If it is binary or multinomial or whatever. Also, it needs to be easier to use, for instance, you have, for the regression techniques, an assembled way for the automation that the model can detect the type of the logistic regression. The time series should be improved. The time series is a very important issue, however, it is not given its value in the package as it should be. Based on the objective of your research, you have a lot of techniques at your disposal. If you have a huge amount of data with so many variables, you can use the solution to understand the learnings behind the data. There are so many ways of analyzing data. Sometimes they need association techniques, or clustering techniques, however, no doubt, you have to use the protective care modeling techniques, which are currently known as supervised modeling or regression techniques. You have a lot of techniques and you have to use the proper techniques based on your needs, however, even some governmental places ask me for help. Most of the other solutions are trying to imitate IBM Modeler. This will give you the ability to use the knowledge gained on other platforms. When IBM is so very organized, I find that, if you used it, you will learn how to choose the correct Data Science or Data Mining techniques. If you drive one car, you can drive any other car. I used to give training courses in this procedure. I'm recognizing the number of nuggets or techniques added to the software itself. I've been following the progress since SPSS was bought by IBM and transferred from Modeler to IBM SPSS Modeler. IBM Modeler is really organized and it has too many automated methods that can be used easily even for the people who do not have a lot of experience. Therefore, you can analyze it in a simple way. This is different than most of the other software. It's easy to use.Įven if you look to the IBM SPSS Statistics, it is the same procedure, you can categorize data clearly that is nominal or scale.
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