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Unparalleled Model Insights with Aporia
What do you like best about the product?
While I'm not on the data science team, Aporia's intuitive interface and dashboarding tools made it easy for me to start planning my future products in a new way that makes sense of my data and turns insights into actions.
What do you dislike about the product?
It would be awesome if Aporia increased support for legacy databases and older reports
What problems is the product solving and how is that benefiting you?
Aporia can provide us with deep visibility into our production models. As a product manager, I see the model performance and behavior, offering me endless insights to improve our business outcomes.
Aporia for the Win!
What do you like best about the product?
Aporia is amazing at helping improve model insights, performance and is very simple and intuitive to use.
What do you dislike about the product?
Nothing is particula, It is quite intuitive.
What problems is the product solving and how is that benefiting you?
Our models were underperformed although we thought deeply how to improve we only managed to do so with aporia.
One of the best products I used
What do you like best about the product?
Provided easy way to monitor ML models, and I am not a data scientist
What do you dislike about the product?
I would like to have the option of more databases that they support
What problems is the product solving and how is that benefiting you?
Made life easier and helped me to monitor ML models
Aporia made my life easier
What do you like best about the product?
I am not someone who knows how to analyze data, but thanks to Aporia it was easy and intuitive to use and understand the data.
What do you dislike about the product?
I would have liked to be able to ask the questions I had more effectively.
What problems is the product solving and how is that benefiting you?
Aporia is a good platform for monitoring data quality. It has made my work easier and more efficient. Thanks to the automation of data anomaly detection, it has significantly reduced the time and effort required for manual data quality checks.
Increasing confidence in our models
What do you like best about the product?
The exceptional feature of explainability in Aporia, enables stakeholders to understand the reasons for the predictions and to increase confidence in the decision-making process.
What do you dislike about the product?
I would like to have integration with telegram to get alerts.
What problems is the product solving and how is that benefiting you?
We use Aporia's explainability tool to re-train our models in case of a problem. We have made some interesting insights!
Great ML monitoring platform
What do you like best about the product?
They provide me with many features that lacked in our system for a long time, such as getting insights and more confident knowledge about our machine learning models internal operations.
What do you dislike about the product?
The system they offer has a wide variety of features, but I think that it may not be suitable for users who have limited experience with data analysis. Users may need to invest some time in learning how to use it for it to be effective.
What problems is the product solving and how is that benefiting you?
Aporia helps us to quickly identify errors in our ML models, before they become turn into more serious problems. Also, the fact that everything is centered in one location is super convenient.
Satisfying experience with Aporia.
What do you like best about the product?
Great support, a professional and kind team that created a great solution for non-trivial tasks. The new features and wide integration options help me save time for real problems.
What do you dislike about the product?
Currently, there is no support for image models. By adding it, I can integrate more models.
What problems is the product solving and how is that benefiting you?
Integrate models to Aporia using their data connectors. Then create multiple dashboards for our data science department and the stakeholders.
A very high quality product
What do you like best about the product?
what i like about Aporia is that is that it's provides a quality and accessible platform where I can communicate with my team members and analyze a lot of information to draw conclusions.
What do you dislike about the product?
Honestly, I don't have a bad review, the interface could be improved a bit visually, but it's just a cosmetic need
What problems is the product solving and how is that benefiting you?
The product allowed me to optimize the machine learning models I developed and find faults and bugs quickly and efficiently which saved me days of work.
Great time saver
What do you like best about the product?
Aporia's visualizations helped me to find patterns in my data sets, that without, would take me much more time on my own.
What do you dislike about the product?
Aporia's product could have better dark theme support.
What problems is the product solving and how is that benefiting you?
Aporia is a powerful data quality monitoring platform that has made my research more effective. It automates identifying data anomalies and detecting data drift, reducing the time and effort required for manual data quality checks.
Aporia as a tool in university machine learning courses
What do you like best about the product?
As a software engineering student who takes ML courses, I find Aporia to be a flexible and powerful tool for debugging and optimizing data pipelines. Its real-time anomaly detection and wide range of data integrations make it a valuable and trustworthy asset .
What do you dislike about the product?
I wouldn't have too many complaints aside from the fact that it consumed a little bit of my time learning how to use it.
What problems is the product solving and how is that benefiting you?
Aporia is solving the problem of monitoring and optimizing ML pipelines. As a software engineering student taking an ML course, this benefits me by providing a powerful tool for detecting anomalies and optimizing the performance and reliability of my models, ultimately leading to better results and more efficient workflows
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