We performed a comparison between IBM Watson Explorer, Microsoft Power BI, and Mode Analytics based on real PeerSpot user reviews.
Find out what your peers are saying about Knime, Weka, IBM and others in Data Mining."We take natural language that was happening in our repositories and our application and then feed it to the Watson APIs. We receive JSON payloads as an API response to get cognitive feedback from the repository data."
"For me, as a user, the most valuable feature is the ability to ingest and then retrieve information from a range of separate sources; the ability to dissect questions in context and actually answer them."
"The ability to easily pull together lots of different pieces of information and drill down in a smarter way than has been possible with other analytics tools is key. Watson is all based on a set of AI and deep learning, machine-learning capabilities, and it is looking behind the scenes at some relationships that you likely would not have spotted on your own. It's pulling things together, categorizing some things, that are not something that you might have seen on your own."
"Ease of use is pretty good as is the standardization of not actually having to have my own natural learning algorithms, just to use the Watson APIs."
"I have found the auto-generated document very useful as well as the main keywords that are highlighted, which are used for the search functionality within IBM Watson Explorer."
"The valuable feature of Watson Explorer for us is data entities, and to see the hidden insights from within unstructured data."
"The stability is good."
"It's a straightforward setup."
"The most valuable feature of this solution is real-time report tracking."
"The solution's initial setup isn't too complicated."
"There is a lot of help and documentation on the Internet, so no special training is needed to use the source code."
"The initial setup is simple to do."
"We have found the solution to be stable."
"We can see that it's really improved the way end users can do their own graphs and pick their own fields of information and present that in a nice way."
"The tool helps to catch results and review them."
"The most valuable feature I would say is the flexibility in editing."
"The most important feature of the solution is the ability to run Python-based scripts."
"The solution is simple for people from a viewing perspective, not a coding perspective."
"Stability is actually one of the areas that could use improvement. Setting it up is always tough. Setting Explorer requires experts, but also the underlying platform is not that stable. So it really needs a good expert to keep it running."
"It is a little bit tricky to get used to the workflow of knowing how to train Watson, what can be provided, what can't be, how to provide it, how to import, export, and what it means every time you have to add a new dictionary"
"Much of IBM operates this way, where they have sets of tools that are in the middleware space, and it becomes the customer's responsibility or the business partner's responsibility to develop full solutions that take advantage of that middleware. I think IBM's finding itself in that spot with Watson-related technologies as well, where the capabilities to do really interesting and useful things for customers is there, but somebody still has to build it. Is that going to be the customer? Are they going to be willing to take on that responsibility themselves"
"The solution is expensive."
"More cognitive feedback would be good. The natural language analysis is great, the sentiment analyzers are great. But I would just like to see more... innovation done with the Watson platform."
"I would say, give some kind of a community edition, a free edition. A lot of companies do, even Amazon gives you some kind of trial and error opportunities. If they could provide something like that, it would be good."
"Small businesses will probably have a little harder time getting into it, just because of the amount of resources that they have available, both financial and time, but it really is a solution that should work for them."
"It needs better language support, to include some other languages. Also, they should improve the user interface."
"The visual outlet or the visualization aspect can be improved because the settings piece is quite problematic. It requires a lot of time to set the visuals and check. It is quite fiddly to change all the settings and font sizes. It just needs better ability in terms of using templates or visualization templates to get the vision. Our users always benchmark based on the product, and they don't appreciate everything under the bonnet. The only rating is based on the actual reports in the settings for the dashboard. They should make it look a bit funky and a bit more aesthetically pleasing on the eye. It is quite a fiddly tool, but other than that, it is pretty slick. Because it is community-driven, the marketplace tends to be changing forever. You get the standard visualizations, and you've also got all other marketplace visualizations that require you to spend a bit more money and purchase things in the marketplace. With certain visualizations, there is no longevity. I had used certain visualizations, but they discontinued them, and I had to rebuild my reports, which is obviously very frustrating. There should be some sort of stabilization around how the marketplace visuals impact the users when they expire."
"It has come a long way in terms of how it was working two years ago, but there are some things that you still can't do with it. For example, permission management and user access management are still a bit limited. It is basically based on the idea that everybody from the organization can see everything or limit the type of data they can see. If I want you to see only one report and the other guy to see another report, I can't do it. There should be a better way to manage permissions and users. It should also support external users much better."
"I would like Microsoft to include some inbuilt machine learning so that it becomes point-and-click, rather than us developing models out of API and BI connecting to that and getting the results. That process gets in the way of continuity."
"The UI looks awkward once the graphs have been generated in the console. This is what Microsoft can work on."
"There could be an integrated AI that can automatically analyze some of your data and highlight or provide suggestions. For example, when you are looking at a data set, it can suggest putting it into a certain type of chart so that you gain different insights or a trend line. You would almost have templates that it would recommend for you."
"It is getting better but still, there are opportunity areas in some aspects, especially the Windows OS dependency."
"Integrating it with the physics build model or the engineering model should be included."
"It seems that the solution could use more analytics to help users draw more contextual business insights. Right now, you need other solutions for that."
"The solution could run faster."
"Mode Analytics needs to improve the overall user experience."
"I think in terms of User Interface, I would say it can be better."
"The data visualization is cumbersome in Mode Analytics. I want the solution to add a map that has an easy interface. The UI is slow sometimes."
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