SV Analytica Modeler
Solve your Toughest Challenges
SV Analytica Modeler is a leading visual data science and machine learning solution powered by IBM SPSS Modeler. It is used to build machine learning, predictive and AI models . Its pioneering graphical interface makes it easy for business and professional analysts to focus on solving problems without spending time on programming tasks. It leverages all your data assets to gain deeper insights and more accurate predictions.
Predict and optimize anywhere
It helps enterprises accelerate time to value and achieve desired outcomes by speeding up operational tasks for data scientists. A comprehensive solution for data preparation and exploration, predictive analytics, model management and deployment, and machine learning to monetize data assets. It empowers organizations to tap into data assets and modern applications, with complete algorithms and models that are ready for immediate use. It is suited for hybrid environments to meet robust governance and security requirements.
SV Analytica Modeler helps you:
- Empower data scientists of all skills - programmatic and visual.
- Access all types of data.
- Broaden your analytics reach.
- Take advantage of open source-based innovation, including R or Python.
- Accommodate your needs with Flexible deployment.
- Start small and scale to an enterprise-wide, governed approach.
SV Analytica Modeler Packages
Packages and Modules
|Easily extract insights from your data without programming||Includes all Professional features, plus:||Includes all Premium features, plus:|
|Apply previously created models to multiple data sets||Text analytics analysis and language identifier||Text analytics analysis and language identifier|
|Prepare, blend, explore, and model your data within minutes right on your PC or Mac||New graphics node with dozens of additional chart options||Easy deployment of both Python 3 Notebooks and Modeler streams via SV Analytica Watson Machine Learning|
|Extend your analysis with Python and R extensions||SQL Pushback to push compute of SPSS Modeler to the database instead of waiting to run locally|
|Keep your data on your desktop or connect to a variety of remote databases|
|Connect to SPSS Modeler Server (sold separately) for data analysis and modeling of large data sets|
Explore advanced capabilities and features
Get faster results
Automated modeling enables the solution to identify the techniques that are best suited to solve your problems. This feature helps you to quickly create the best -performing model or models in a single step. You can choose a specific model or combine multiple predictive techniques to generate models that will predict outcomes accurately. Applying these techniques to decisions can result in rapid ROI and can enable organizations to proactively and repeatedly reduce costs while increasing productivity.
Accelerate the analytical process
Through the graphical interface, business users have access to a complete range of advanced analytical functions, including state-of-the-art algorithms, automated data preparation and rich, interactive visualization capabilities. These time-saving techniques lead to greater efficiency and accuracy and lower overhead costs. The smart chart recommender finds the perfect chart for your data from among dozens of options, so you can share your insights quickly and easily using compelling visualizations.
A range of algorithmic methods
The solution offers multiple machine learning techniques - including classification, segmentation and association algorithms including out-of-the-box algorithms that leverage Python and Spark. It captures key concepts, themes, sentiments and trends by analyzing unstructured text data. Now you can uncover valuable insights in blog content, customer feedback, emails and social media comments. It supports decision trees, neural networks and regression models. Generative adversarial networks (GANs) and reinforcement also enable deep learning.
Geospatial analytics and open source