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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Teamcenter
Score9.4 out of 10
N/A
Teamcenter is a product lifecycle management system designed to help organizations integrate and standardize product development processes across functional silos.
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.
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
Teamcenter is perfect for working in large-scale projects related to manufacturing and engineering where collaboration and management of data are crucial. It is evident where the complexity of the products is high such as in automobile and aerospace industries. Some of its features may seem too elaborate for the small business with a less complex process and therefore too expensive. It is less useful in organizations that do not have complex PLM needs or have less IT capacity to implement the system.
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 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
Teamcenter is a great PLM tool that allows collaboration between our teams, it’s possible to create a variety of teams that can all collaborate in one environment and share relevant information, I like that all the data can be integrated into the application so that it’s more organized and structured.
When working with Teamcenter, the roles can be properly distributed so it’s easy to see all the workflows and things that need to be done.
The interface is very nice and you can work through it if you don’t know some features. I like how well-integrated everything is and how easy it is to use and implement into your daily work routine.
One of my favorite aspects of Teamcenter is its reporting tools, they are definitely some of the best tools I have tried, allowing me to integrate data from different places into the platform and analyze it in different ways. Analyzing a variety of key metrics is possible and helps us have better results in our sales.
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
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
Because of our current customer needs, we will most likely maintain use of Siemens PLM products for some time. Aside from the initial software cost, we pay for yearly maintenance. Maintaining our yearly maintenance licensing with Siemens, we receive access to all of the latest software releases, as well as premier technical support
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
As previously mentioned, due to the intense amount of features and modules present in the software, the usability of the software suffers greatly. Many of the features are not used in our context, and many of the modules are not purchased, but the options are still present on the interface leading to a lot of clutter, much of which is never used. The interfaces suffer from a lack of design and tend to feel like a conglomerate of Windows 98 elements.
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
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
In the time that we have used Teamcenter we have received a good response from the support team, they have great customer service, we have solved the problems that have arisen very quickly, and they are attentive and answer us if we have any questions.
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. TR verified that a representative sample of customers was invited. More Info
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
Earlier, some of the companies acquired by my organization were using PTC Windchill, but the overall stability, user experience and depth of functionality which are provided by Teamcenter doesn't match with any other PLM software and thus, all the acquired companies which were earlier using PTC Windchill has now slowly started into moving towards Teamcenter.
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
Teamcenter is easily on the best scalable solution. The single source of product information allows us to collaborate more effectively on the product lifecycle. Also, being a cloud solution, it is pretty straightforward to scale as the maintenance required is quite low . In addition, the overall cost is also easily manageable for businesses like ours.
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
Definitely, it has a very positive impact so to speak. What we are trying to do through our program, we are utilizing the full capacity of Teamcenter to produce one structure in an effective way. So before we implement this activity, the user has to prepare 10 to 15 structures to reach to our best possible data that can be set across the systems. But now with the complete capability of Teamcenter, we are able to do all these things into one structure itself and then let the system do all the automation or the things that users do not have to concentrate on. All of the automations are done behind the systems and then it is improving not only the efficiency of the end user, but also making a standardized way in order to proceed and transfer the data holistically towards other systems like SAP.
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
