Tableau Prep vs Altair RapidMiner

Struggling to choose between Tableau Prep and Altair RapidMiner? Both products offer unique advantages, making it a tough decision.

Tableau Prep is a Business & Commerce solution with tags like data-preparation, data-cleaning, data-transformation.

It boasts features such as Visual interface for data preparation, Connects to various data sources, Joins data from multiple sources, Cleans and shapes data, Adds calculations and aggregations, Creates data extracts and outputs and pros including Intuitive drag and drop interface, Automates repetitive data prep tasks, Great for data discovery and profiling, Seamless integration with Tableau Desktop, Scalable to large datasets.

On the other hand, Altair RapidMiner is a Ai Tools & Services product tagged with data-science, machine-learning, predictive-analytics, data-preparation, deep-learning, text-mining.

Its standout features include Drag-and-drop interface for building machine learning workflows, Over 500 modeling functions including regression, classification, clustering, deep learning, text mining, etc., Automated machine learning with Auto Model for quick model building, Real-time scoring and deployment of models, Visual data preparation tools for cleaning, joining, transforming data, Collaboration features like sharing workflows and interactive notebooks, Connectors for databases, Hadoop, Spark, cloud sources, etc., and it shines with pros like Intuitive visual interface, Comprehensive set of modeling and data prep capabilities, Automated ML makes model building accessible to non-experts, Scalability to big data sources, Collaboration features, Free version available.

Feature	Tableau Prep	Altair RapidMiner
Overall Score	N/A	N/A
Primary Category	Business & Commerce	Ai Tools & Services

Product Overview

Tableau Prep

Description: Tableau Prep is a data preparation tool that allows you to combine, shape, and clean data for analysis. It provides an easy-to-use visual interface to perform tasks like joining data sources, pivoting data, cleaning data, etc.

Altair RapidMiner

Description: Altair RapidMiner is a data science software platform that provides an integrated environment for data preparation, machine learning, deep learning, text mining, and predictive analytics. It is designed for business analysts, data scientists, and engineers to rapidly build and deploy predictive models.

Key Features Comparison

Tableau Prep Features

• Visual interface for data preparation
• Connects to various data sources
• Joins data from multiple sources
• Cleans and shapes data
• Adds calculations and aggregations
• Creates data extracts and outputs

Altair RapidMiner Features

• Drag-and-drop interface for building machine learning workflows
• Over 500 modeling functions including regression, classification, clustering, deep learning, text mining, etc.
• Automated machine learning with Auto Model for quick model building
• Real-time scoring and deployment of models
• Visual data preparation tools for cleaning, joining, transforming data
• Collaboration features like sharing workflows and interactive notebooks
• Connectors for databases, Hadoop, Spark, cloud sources, etc.

Pros & Cons Analysis

Tableau Prep

Pros

• Intuitive drag and drop interface
• Automates repetitive data prep tasks
• Great for data discovery and profiling
• Seamless integration with Tableau Desktop
• Scalable to large datasets

Cons

• Limited advanced transformation capabilities
• Steep learning curve for complex tasks
• Not ideal for production-level data pipelines
• Requires purchase of Tableau Desktop license

Altair RapidMiner

Pros

• Intuitive visual interface
• Comprehensive set of modeling and data prep capabilities
• Automated ML makes model building accessible to non-experts
• Scalability to big data sources
• Collaboration features
• Free version available

Cons

• Can be expensive for larger deployments
• Less flexibility than coding models directly in Python/R
• Steep learning curve for some advanced features
• Limited options for non-Windows deployments

Pricing Comparison

Tableau Prep

• Subscription-Based

Altair RapidMiner

• Free
• Subscription-Based