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Neuton AutoML Reviews & Product Details - Page 2

Neuton AutoML Overview

What is Neuton AutoML?

Neuton (https://neuton.ai), a new AutoML solution, allows users to build compact AI models with just a few clicks and without any coding. Neuton also happens to be the most EXPLAINABLE Neural Network Framework and AutoML solution currently available on the market. It allows users to evaluate the model quality from various perspectives and interpret prediction results. Neuton Explainability Office: - Exploratory Data Analysis - Feature Importance Matrix with class granularity - Model Interpreter - Feature Influence Matrix - Validate Model on New Data - Model-to-Data Relevance Indicators historical and for every prediction - Model Quality Index - Confidence Interval - Extensive list of supported metrics with Radar Diagram

Neuton AutoML Details
Languages Supported
English
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Product Description

Neuton, an AutoML platform, allows experienced users and those without any experience in Machine Learning to build compact AI models with just a few clicks and without any coding. Neuton is based on a proprietary neural network framework invented and patented by our team of scientists that is far more effective than any other framework, non-neural algorithm on the market. Its resulting models are self-growing, much more compact, fast and require fewer training samples in comparison to those of other solutions.


Seller Details
Year Founded
2003
HQ Location
San Jose, CA
LinkedIn® Page
www.linkedin.com
725 employees on LinkedIn®

Inna P.
IP
Overview Provided by:

Recent Neuton AutoML Reviews

Abhuday T.
AT
Abhuday T.Mid-Market (51-1000 emp.)
4.5 out of 5
"Cloud based ML platform for everyone."
There is no need to code anything, as all the ML/AI algorithms are available in the system. So the user can concentrate on his dataset. So everyone...
Murugesan N.
MN
Murugesan N.Mid-Market (51-1000 emp.)
4.0 out of 5
"Neuton AutoML makes tinyML superfast!"
In designing tinyML based applications, there are several important things related to the domain that needs to be anlalyzed. The domain specialist ...
Verified User
U
Verified UserSmall-Business (50 or fewer emp.)
4.0 out of 5
"Fantastic Software"
It helps to easily build optimal ML algorithms
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Neuton AutoML Media

Neuton AutoML Demo - Upload your data
Upload your data easily via drag & drop. Work with text, categorical variables, floats, integers, and time series.
Neuton AutoML Demo - Training process
Train your Models. Fast and fully automated process, including infrastructure provisioning, selection of settings, data preprocessing, and feature engineering.
Neuton AutoML Demo - Predictions
Use your models for prediction via Web interface, REST API or on your on-premise software.
Neuton AutoML Demo - Model Interpreter
Model Interpreter is a tool that allows you to interactively change original feature values and see how the prediction results would change.
Neuton AutoML Demo - Exploratory Data Analysis
Exploratory Data Analysis (EDA) is a tool that automates graphical data analysis and highlights the most important statistics in the context of a single variable, overall data, interconnections, and in relation to the target variable in a training dataset.
Neuton AutoML Demo - Model-to-Data Relevance Indicators
Model-to-Data Relevance Indicator shows how trustworthy the predictions are. It is determined by evaluating the statistical difference between the data used for training and data used for predictions.
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17 Neuton AutoML Reviews

4.5 out of 5
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17 Neuton AutoML Reviews
4.5 out of 5
17 Neuton AutoML Reviews
4.5 out of 5
G2 reviews are authentic and verified.
Ali Mukhamed P.
AP
Chief Technology Officer
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Neuton AutoML?

Very simple and clear interface, most necessary actions are executed in a single mouse click throughout the Neuton automatic pipeline. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

In the data preparation pipeline you can only delete irrelevant features, and sometimes it is necessary to rename columns or change values. It would be great to have such capabilities in the web interface. Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

Neuton is really made for people by people. You won’t need classes nor manuals to build your first model with Neuton. And once you’ve tried Neuton, it will easily become your one-and-only go-to tool for AI/AutoMl modeling & predictions. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

We use models which we built with Neuton in our different projects like predict future sales, shop revenue prediction or prediction of customer churn. It is very useful that now our business analysts can prepare data in the BI solution, easily export data to csv and train models in Neuton themselves. Sometimes they can now even test up to 10 business hypothesis per day, where previously this process took up to 1 week for a single hypothesis in collaboration with our data science team. Review collected by and hosted on G2.com.

Andrey A.
AA
Head of AI & Big Data
Enterprise(> 1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Neuton AutoML?

Neuton SaaS Platform has a very simple and user friendly interface which allows users without a data science background to build a model in minutes, rather than in hours or days. Also we like their SaaS approach as we can run many experiments at the same time with no need to allocate local servers in our own environment. Analysts in our company especially like the Neuton Explainability Office EDA tool, which helps with understanding the raw data and the Model Interpreter tool with flexible "what-if" analysis functionality. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

In the current version the platform supports only csv files as data sources. Direct connection to our test instances of DB servers without intermediate csv export will increase the speed of our model development process. Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

We recommend selecting Neuton as the core AUTO ML services for your company. Neuton`s SaaS approach simplifies development of the necessary environment and supporting process for machine learning for the IT team. Starting from IT it can easily be expanded to other departments like HR, Marketing, Financial and others for their business needs. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

We use Neuton in many teams and for numerous projects across the Airline departments, from ticket price dynamic calculation to the prediction of possible failures of aircraft components. Some examples: 1. Aircraft spare parts demand planning based on aircraft components failure prediction, 2. Dynamic online calculation of personalized ticket fares discounts, 3. Passenger baggage payload prediction. Review collected by and hosted on G2.com.

Verified User in Construction
UC
Enterprise(> 1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Neuton AutoML?

Ease of use. Fully automatic workflow. High models accuracy. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Lack of collaboration options when using the product Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

Take your time to walk through the solution with a support specialist to be 100% knowledgeable of how it works. It's a small time investment that's definitely worth the results. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

"1. Classification of eye disease based on eye examination data. The patient eye data is collected through ocular tonometery, lensmeter examination, physician observation and (optionally) other medical tests. The data is structured in a tabular format and used for predicting the probability of various eye disfunction. The prediction results are then used for medical tests enhancements and development of the recommendation system for the diagnostic equipment.

2. Construction and agricultural machinery malfunction prediction. Sensors collect the data on equipment operation, such as working hours, pace, liquids temperature, pumps pressure, outside temperature, etc. This data is then grouped and concatenated with equipment information, such as make, model, production date, dates from previous service, equipment service details, operator, and the previous malfunction statistics. The resulting table is used for training the machine learning model aimed to predict the probability of different types of equipment failure in the upcoming period." Review collected by and hosted on G2.com.

GT
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Neuton AutoML?

Very easy to use. The downloadable codes can be quickly integrated into production setting. Great support. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Dark mode would be a great option for the interface. Completed trainings email notifications would save some time. Lack of the ability to select multiple objects for removal in the dataset storage. Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

If you are interested in automating the model building process and reducing data preparation time, you should try Neuton. Be a data science superhero with Neuton, and still go home early! Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

Optimization of charger locations for electric bus implementation. Charger infrastructure cost minimization. Review collected by and hosted on G2.com.

Verified User in Insurance
UI
Enterprise(> 1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Neuton AutoML?

Neuton is very easy for analysts without ML experience to use. Our datascience team is overutilized and Neuton quickly became a very useful tool our team of analysts could use to leverage ML without needing to engage data scientists. Neuton Explainability Office is impressive and makes resulting models very interpretable. Neuton's support team is responsive. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Neuton is a great tool - nothing to complain about. Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

Take advantage of the very small usage costs it generates. Always less than USD 200 a month although we use Neuton 24X7 for both prediction and regular trainings. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

We use Neuton to make personalized offerings to our existing customers based on collected information. It allowed us to fully automate the process and significantly increase the upsell success rate, revenue, and customer satisfaction. Review collected by and hosted on G2.com.

Verified User in Financial Services
UF
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Neuton AutoML?

Any business user who is familiar with Office Tools will also be capable of training a model with Neuton. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Neuton is the best AUTO ML Platform experience I've had so far, so it looks perfect to me - there is nothing I dislike. Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

With Neuton you are a real data scientist even when only 5 min before you were not. Within 5 mouse clicks and a matter of hours you can get similar results to those a data scientist would get after enduring several days and futzing around with hundreds of lines of code. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

Neuton uncovered new dependencies in client data. We use Neuton's results in credit scoring, and now we can use data from external sources or credit scoring systems with models that we developed i- house. This combination allowed us to quickly reduce the ratio of problem clients in short term credits thus increasing both decision speed and ultimately revenue . Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
UI
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Neuton AutoML?

The SaaS platform, which helps us solve different type of problems without need for local hardware, and offers flexible subscription options. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

I would like Neuton to support more source types, like different cloud storage options. Review collected by and hosted on G2.com.

Recommendations to others considering Neuton AutoML:

Neuton really makes AI technology availbable and valuable to everyone, all specific technical actions in it are executed automatically, you need only upload dataset, select target variable and specify metric. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

Before starting a project I must prepare a project plan which includes project duration, budget, human resources, etc., and get it approved by our top management. Usually preparations of the first version of these plans takes 2-5 days. With Neuton we trained different models to solve duration planning problems or costs planning and now our assessment process takes a mere 2-6 hours. The speed of Neuton's results similarly help us make business decisions more quickly, as well. Review collected by and hosted on G2.com.