Products

Intelligence Suite

Full guided automated machine learning and visual text analytics

 

Create and Validate Fully-Guided Machine Learning Models

Whether you’re an analyst, data scientist, developer, or business domain expert, Alteryx provides automated, fully-guided machine learning and modeling, as well as “expert-mode” options, to drive results faster.

Build, validate, deploy, and optimize models in a visual, guided experience. Leverage integrated data prep and profiling in the model creation experience. Advanced analytics can help you make forecasts, optimize insights, find anomalies, or identify look-a-likes with built-in R and Python integration. Additionally, leverage visual text mining and NLP to analyze text from documents and other sources.

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Intelligence Suite Screenshot

Build models in minutes without advanced training

Build fast, transparent, and explainable models without needing to be an expert data scientist. For the first time, experience fully-assisted modeling and machine learning. With a visual, step-by-step, guided process, Intelligence Suite speeds creating, validating, and optimizing models for your use case. Access a wide range of cutting-edge ML libraries. Leverage intuitive model comparisons, ready models for deployment, monitor output, and quickly retrain your models as data updates.​

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Automate machine learning and modeling

Leverage full pipeline development with one-click encoding, optimized imputation methods, and full hyperparameter tuning automation.

A wide array of cutting-edge model types include XGBoost, CatBoost, Random Forest, and others, which compete to provide the best solution for the metrics that drive your business.

Data sets are automatically randomized and folded with holdout data and best-in-class techniques applied to prevent pitfalls such as overfitting and target leakage.

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Deploy, manage, and govern models

Easily deploy and manage models with one-click capabilities to produce a full ML pipeline. Alteryx provides scalable and high-availability infrastructure with built-in monitoring and model tuning to maximize performance.

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Extract structured and unstructured text

Speed text mining and analytics with easy drag-and-drop automation building blocks. Extract text from PDFs and images with Tesseract and powerful OCR capabilities.

Apply sentiment analysis with Vader and topic modeling with LDA (Latent Dirichlet Allocation) to easily extract key topics from documents. Additionally, perform stemming and lemmatization.

Produce visualizations from text data using principal component analysis (PCA) for topic models or visual data patterns in word clouds.

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Leverage powerful feature engineering

Leverage Deep Feature Synthesis to automatically generate features across multiple relational datasets. Over 70 pre-engineered features are ready to add predictive power to your models, built with Alteryx FeatureTools and EvalML open-source libraries, which already have over a million downloads.

Optionally, augment your models with built-in data packages (Experian, TomTom, Dunn & Bradstreet, U.S. Census, and more).

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Get assisted insights as you work

Throughout the guided model creation process, automatically get insights from your data that provide a deep statistical understanding of patterns. Supported data types include structured, semi-structured, and unstructured data as well as complex data types, such as geospatial data. Automated insights can be exported to easily show discoveries and present advanced ML and AI outcomes.

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Bring your own code

Extend and customize models by leveraging an integrated Jupyter Notebook or copy and paste code from your favorite IDE.

A broad array of statistical and econometric capabilities leverage built-in R and Python, ML, and AI for drag-and-drop ease, or import the libraries of your choice.

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Investigate and explore your data

Quickly find answers in your data with a full array of statistical, R-based analytic capabilities from Spearman Coefficients and Correlations to histograms and distribution analysis.

Understand time-series data with Arima and ETS forecasting capabilities. Explore with clustering with k-centroids, find nearest neighbor, or perform principal component analysis with ease.

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Intelligence Suite Screenshot
Intelligence Suite Screenshot

Optimize models and drive powerful data science outcomes

Drive optimal outcomes with linear, mixed integer, or quadratic programming techniques with built-in solvers.

Sample with Monte Carlo or Latin HyperCube/Stratified methods.

Create parametrically-driven distributions (Normal, Log-Normal, Binomial, Gamma, Geometric, Poisson, Pareto, etc.) or leverage sample data to drive simulations.

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Intelligence Suite Screenshot
 

“The average data science team gets between 0 and 4 models to production per year. With Assisted Modeling, you could be doing that in an afternoon.”

Technical Lead, Bulien

 

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