Capabilities:
- Forecasting, machine learning, text mining in Excel
- Uncover new revenue, predict churn or fraud
- Explore, partition, transform data, extract features
- Use regression, trees, neural nets, ensembles, PMML
- Use Excel-trained ML models on Azure or in Python
- Use both Analytic Solver Excel Desktop
and Analytic Solver Excel for the Web
How it works
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Get the 15-Day FREE Trial
Use a full featured version of Analytic Solver software (with model/data size limits, enough for all examples) for 15 days, free of charge.2
Only pay for the features you use!
Upgrade - and pay for - just the Analytic Solver features you need (data science, simulation, or optimization) to full commercial model/data size and speed. You'll still be able to learn and run examples using all the other features!Data visualization, forecasting, text mining and predictive analytics for large datasets
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Advanced Data Science, Machine Learning and Text Mining, the Ease of Excel, and Competitive Pricing
Analytic Solver Data Science - "XLMiner's Big Brother" - Includes Everything You Need to Apply Predictive Analytics to Your Data
| Use data from many sources | Sample data from spreadsheets, text files and SQL databases, including Microsoft's PowerPivot in-memory database handling 100 million rows or more. |
| Visualize your data | Use visualization aids from simple bar, line and histogram charts to multiple linked charts, instant axis changes, colors, panels, zooming, brushing and more. |
| Analyze text for insights | Automatically transform free-form text into structured data, identifying most frequent terms and extracting key concepts with latent semantic indexing. |
| Clean & transform data | Clean and transform your data with a comprehensive set of data handling utilities including categorizing data and handling missing values. |
| Identify key features | Use feature selection to automatically identify columns or variables with the greatest explanatory power for your desired classification or prediction task. |
| Reduce and cluster data | Use principal components to reduce columns, and k-means clustering or hierarchical clustering to group data by rows. |
| Partition for training | Easily partition your data into training, validation, and test datasets, with no limits on dataset size -- even "on the fly" as you build a predictive model. |
| Forecast time series | Apply the most popular exponential smoothing and Box-Jenkins (ARIMA) methods with seasonality to forecast time series, such as sales and inventory, from historical data. |
| Prediction methods | Use powerful multiple linear regression with variable selection, and data science methods like k-nearest neighbors, and ensembles of regression trees and neural networks. |
| Classification methods | Use classical discriminant analysis and logistic regression, and data science methods like k-nearest neighbors, naive Bayes, and ensembles of classification trees and neural networks. |
| Affinity analysis | Use market basket analyses and recommender systems with association rules. |
| Easy to use interface | Use a Ribbon interface, with Wizard-style dialogs to guide you through model and option selections. |
| Example datasets | Over 30 example datasets give you practice with a range of prediction, classification, time series forecasting, and affinity analysis problems. |
| Help and support | Access extensive online Help, or review our 400+ page Analytic Solver Data Science User Guide to get your questions answered. |
| Easy upgrades | Upgrade to Analytic Solver Comprehensive for the most powerful combination of data science and forecasting with simulation/risk analysis and optimization available at any price. |
Compare Basic to Upgraded Data Science
The comparison chart below summarizes the differences between Analytic Solver Data Science and the "Basic" license included with all Analytic Solver subsets.
| Compare Data Science Size Limits |
We’re Here To Help You
Whichever product you buy, we offer a full range of support internally and through external partners to help you succeed. Whether you are looking for pre-sales support on your problem and our product line, Technical Support on using our tools, or personalized Consulting Services, we are here to help you. We offer a full range of online support resources you can access anytime.
| Documentation | From a simple Ribbon and Task Pane interface, to instant-access online Help, our 21-page QuickStart Guide, and over 1,800 pages of User and Reference Guides, we've got you covered. |
| Textbooks | If our built-in documentation isn't enough, textbooks for MBA analytics courses use Analytic Solver software throughout, with step-by-step instructions and example models. |
| Live Chat | Only Frontline Solvers offer quick access to Tech Support via Live Chat from inside Excel -- automatically passing error information to our support reps. |