The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…
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Jive
Score8.7 out of 10
N/A
Jive Software, part of the Aurea family of customer experience solutions, provides the gateway to an organization's most important assets – its knowledge and people. Jive's interactive intranet solution promises to connect people, information and ideas to help businesses outpace their competitors. The vendor says the product has more than 30 million users worldwide across every industry, and is consistently recognized as a leader by top analyst firms.
DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
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It's definitely worth considering Jive for the type of application we've developed i.e. a central shared repository for all employees to host and discuss information. I can't say I have ever used a superior tool, but they may exist. I'm just not sure I would want to use it exclusively for file hosting, though. It does integrate with various other tools, so perhaps it would be fine if used in conjunction with another tool for that purpose.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Presence of Russian language (localization can be independently established)
You can configure several information tapes with different themes. One for work, the second for communication
A newly-arrived network user immediately receives a prepared block for beginners. After completing several game tasks, the user will receive the basics of using Jive.
There is a template for each scenario. There is even a template for planning R&D, and there are more than twenty of them.
Integrates with MS Office, Google Drive, Google Docs
There are all platforms (even Winphone and blackberry)
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
There are always external factors that can impact this decision but currently, the Jive platform is maintaining its lead in the market place in this area. If the innovation in this space by Jive continues, then this number will remain high. Integration with other systems and adaptability to changes in the market or in client needs will also make this decision hard to predict more then 6 months into the future
It was harder to use that expected. The admin needs to be code savvy to truly customize the system. And users need to trained on the system and the setup. Trainings and monitoring need to continue to enforce use.
Uptime was OK. But there was one day that the system crashed for a whole day. Our company was unable to operate. And all the plugins to word/excel froze causing those systems to freeze.
Jive posted a statement to the media saying all customers were up, but we were not.
As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
They did an OK job when I needed them. Except for the one day the system went down. Jive pointed the finger at the hosting company, and the hosting company pointed the finger at Jive. No reliable information came to us.
Jive online training is there. It is OK/average. I feel some other companies are doing better. It is not a piece that is required to have a successfully implementation, but it could be useful to improve it
I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We had a Google phone number set up before and Jive was a lot better option than that. It is more consistent and can be configured much easier and with more advanced settings. Additionally, based on the pricing as well as working with the rep on our account, it was a perfect option for us
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
reduce amount of files/documents scattered & lost across shared drives
increased discovery, awareness and interaction of historically more separated individuals & team functions across the organisation
from an IT perspective, we've benefited from improved IT operations (e.g. troubleshooting info shared and easily searched/found with all team members - such that even junior team members can solve technical problems outside of business hours, lessening the burden for standby/call-in for more senior team members)
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
