Skip to content

RapidMiner Blog


A New Era of Automation in Manufacturing

Automation is disrupting and displacing old models of production and permanently changing manufacturing. Let’s uncover how we got here and what this new technology means for manufacturers.

Machine Learning

A Beginner’s Guide to Machine Learning

Are you new to machine learning and unsure where to started? Read our beginner’s guide covering everything you need to know—what it is, examples, why it’s so valuable and more.

Data Science

A Beginner’s Guide to Data Science

If you’re new to data science and aren’t sure where to start, don’t sweat it. Read our beginner’s guide including everything you need to know about applying it to your organization. 

Data Mining

Cluster Analysis: Everything You Need to Know

Whether you’re a plant manager focused on minimizing product defects or a marketer who wants to predict the results of an upcoming campaign, there’s a

Big Data + Analytics

10 Key Takeaways from the DATAcated Conference 2021

At the DATAcated Conference 2021, experts from a wide range of industries shared great advice for anyone looking to improve how they work with data. Here are some key takeaways.

Announcing Plant-Based Machine Learning

RapidMiner continues to expand the reach of AI and ML by providing plants with the ability to run their own machine learning models. Take a look!

Artificial Intelligence

3 Biggest Tech Trends Driving the Automotive Industry in 2021

The automotive industry has begun leveraging new technologies to reshape not only how we drive cars, but also how we conceptualize them. Here are the three biggest technological trends driving the automotive industry in 2021.

Artificial Intelligence

3 Ways AI is Transforming Risk Management in Banking

Banking is leading the way in the adoption of artificial intelligence, particularly for risk management. Here are 3 ways that AI helps alleviate risk management functions.


What Is Edge Computing (& Why Should You Care)?

Edge computing refers to a distributed computing framework that aims to process and manage data as close to the source of data generation as possible. Learn the benefits, challenges & more.

Big Data + Analytics

4 Data Modeling Techniques to Drive Business Impact

When done successfully, data modeling plays a vital role in the growth and overall success of almost every business. Here are techniques to help achieve better results.


Top 5 IIoT Implementations in Manufacturing

Industrial Internet of Things (IIoT) is already transforming manufacturing operations across the globe through several common implementations. Let’s look at some examples.

Data Science

Data Science Automation: A Complete Guide

Automating a data science project can seem overwhelming, but there’s a clear set of steps you can take to ensure that you’re doing things the right way, the first time. Here’s how.

Machine Learning

Using Machine Learning for Predictive Maintenance

In effort to help manufacturers harness the power of predictive maintenance, we’ll be covering all of the details—what is it, why you need it, how to do it and some examples.

Data Preparation

Stop Waiting for Perfect Data

Waiting on perfect data to start a machine learning project is troublesome. Instead, ask yourself what makes data good enough for the project to have an impact. Here’s why.

Artificial Intelligence

15 Remarkable Applications & Examples of AI in Business

Heard the buzz about the many benefits of AI, but curious about how it actually delivers? Here are 15 remarkable applications of how companies used AI to transform their business.

White semi trucks

How to Prepare for Supply Chain Disruptions

Get ahead of inevitable supply chain disruptions and avoid any serious long-term impacts. Here are best practices and tips that organizations should implement today.


Handling Batch Production Data in Manufacturing

Many production processes are done in batches. If your manufacturing organization works this way, you need to be careful in how to use your data. Here’s how to handle it.

Predictive Analytics

How to Use Predictive Analytics for Better Marketing

Predictive analytics enables marketers to transform data into actionable insights & continuously improve strategies. Here are 10 ways it can be used to drive performance.

A helping hand
Machine Learning

Doing Good with Machine Learning and AI

Here are a few examples of how humanitarians have leveraged the power of artificial intelligence to assist victims of disasters and others in need.

Enterprise Analytics

The Pros and Cons of Python for Enterprises

Python’s popular for machine learning, but it can also have some downsides at the enterprise level. This post explores the pros, cons, and how we can help.

Data Science

A Manifesto for Data Science

Let’s become better data scientists by avoiding common pitfalls. Follow these basic principles to make your machine learning projects more impactful.

Machine Learning

Digital Twins for Fun and Profit

Digital twins are poised to be the next big thing in manufacturing. Learn how they can help support your processes and workflows.

RapidMiner Platform

Caching and Unwrapping Some Holiday Joy

With the holiday season upon us, we wanted to update you about three new features available today in RapidMiner Studio.


Six Reasons You Should Attend Wisdom 2020

Thinking about coming to Boston for our 2020 user conference Wisdom? Here are six of the top things you’ll have FOMO about if you don’t attend.

Model Deployment

How to Detect Drifting Models

Detecting model drift is a key component of model impact and maintenance. These tips will help you evaluate drift correctly.

Model Deployment

Why Your Models Need Maintenance

Learn about two phenomena: change of concept and drift of concept which demonstrate why models can’t just be put into deployment forever.

Machine Learning

6 Trends Causing the Model Impact Epidemic

Organizations are struggling to deliver the promised benefits of data science. We call this the ‘model impact epidemic’ and this post examines the macro trends that allow the epidemic to spread freely.

Subscribe to The Rapid 3

Sign up here to get what’s hot in data science, machine learning, and artificial intelligence—plus what’s up at RapidMiner—delivered to your inbox every Friday.