RapidMiner, A Simple Review

So, you are considering RapidMiner.

You’ll be wondering if it’s a good choice for you, if its feature set compares well to other options on the market, and if it is priced affordably enough for what you get.

This article will break all that down for you and more. 

Plus, at the end of the article you’ll find links to alternatives to RapidMiner as well as our top picks for the options in this category.

Or, just go straight to Our top picks for Best analytics tools

Without further ado, let’s get started.

RapidMiner Features

RapidMiner recently merged with Altair to provide a superior experience. It helps you make informed business decisions by uncovering hidden patterns or trends. RapidMiner amplifies the collective impact of your data and provides you; with a competitive advantage.

Here are some exclusive features of RapidMiner:

Data Engineering: RapidMiner ensures your data is analytics-ready before jumping into model creation. It allows you to efficiently explore, prep, catalogue and pipeline your data. Moreover, you can use over 30 Interactive visualizations to identify patterns, trends and distributions within your data set.

True Team Transparency: RapidMiner provides a central source of truth for your projects and makes results tangible and comprehensive. Additionally, it simplifies model ops to generate a real and maximum business effect. With RapidMiner, you can instil confidence in your work using explainable AI.

ML Ops: RapidMiner allows you to operationalize your models faster and continuously monitor them over time to maintain performance. You can use RapidMiner’s containerized architecture and code-free model ops to avoid deployment friction. It helps you go beyond traditional accuracy stats by quantifying all factors impacting your business.

High-Performance SaaS: With RapidMiner, you get unmatched analytics performance and flexibility. You can deploy a full enterprise SaaS solution. RapidMiner is committed to giving you full control of your data and analytics, supporting any combination of public cloud, private cloud and on-premise sites.

Mobility: RapidMiner is built for mobility, with responsive design and touch interaction native to the platform. You can easily create and explore analytics through RapidMiner’s responsive web client or native applications. RapidMiner enables you to build an analytics app once and get fully interactive offline analysis.

Reporting: RapidMiner lets you easily subscribe yourself and others to RapidMiner’s sheets and individual analytics for scheduled PDF delivery routinely. You can create reports using RapidMiner analytics, with highly flexible design and formatting control. RapidMiner simplifies data reporting by offering swift distribution and customization.

Model Building: With RapidMiner, you can empower everyone in your organization to create machine-learning models through a visual or automated approach. RapidMiner offers over 1500 algorithms and functions that support your business analytics requirements and helps you uncover new techniques.

Collaboration and Governance: With RapidMiner, you can promote real-time communication and the widespread reuse of networks. RapidMiner’s project-based framework allows you to structure and organize all the work relevant to a given use case. RapidMiner facilitates collaboration regardless of your team member’s data science skill level.

RapidMiner Pricing

RapidMiner offers an on-demand and customizable pricing option for its platform.

RapidMiner Discounts and Coupons

RapidMiner currently does not offer any discounts or coupons for its data analytics platform.

RapidMiner Free Trial

RapidMiner does not offer a free trial for its data analytics software.

RapidMiner, A short how-to guide

This guide is designed to give you an overview of how RapidMiner works and how to use it effectively. After completing this guide, you will be able to:

• Download and install RapidMiner

• Launch RapidMiner and open a workflow

• Configure nodes in a workflow

• Execute a workflow

• Export and share a workflow

Installing RapidMiner

Before you can use RapidMiner, you need to download and install it on your computer. RapidMiner is available for Windows, Mac, and Linux.

To download RapidMiner, go to the RapidMiner website and click the Download button.

On the next page, select the edition of RapidMiner that you want to install. For this tutorial, we will be using the Community Edition.

Click the Download button and select the installer for your operating system. Once the download is complete, launch the installer and follow the prompts to install RapidMiner.

Once you have RapidMiner installed, launch the application and you should see the “Welcome to RapidMiner” dialog.

From the “Welcome to RapidMiner” dialog, you can either choose to open an existing workflow or create a new workflow. For this tutorial, we will be creating a new workflow.

Creating and exporting a new workflow

To create a new workflow, click on the “Create new workflow” button.

This will take you to the workflow editor, which is where you will be spending most of your time in RapidMiner. The workflow editor is where you will be adding nodes and connecting them together to create your data analysis workflow.

Click on a data set to start analyzing it. You can right-click on a set and select combine to superimpose it with another relevant data set. You can save intermediate results by simply exporting the report while analyzing.

Once you login to your RapidMiner account, you must input the data sets you want to analyze. Next, you have to prepare the data for analysis by removing faulty entries.

Once done, you can model the data set for analytics. You can export reports at every interval to store the progress you’ve made with your analysis.

Click on “Model Building” to create new data analytics workflows or techniques for future data sets.