Resources

upskilling
Glossary

Upskilling

You’ve probably heard the term “upskilling” in relation to machine learning and data science. But what does it mean, exactly, and why does doing it

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Whitepaper

RapidMiner Platform Security

In this whitepaper, we discuss how the RapidMiner Platform complies with security standards – providing authentication, authorization, accountability, and data encryption.

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RapidMiner_Insurance
Solutions Snapshot

Data Science for Insurance

Learn how RapidMiner helps harness data to meet customers’ changing needs, while effectively assessing and protecting against new horizons of risk.

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RapidMiner_Oil_Gas
Solutions Snapshot

Data Science for Oil & Gas

Learn how RapidMiner helps businesses in the oil and gas industry deliver more for less, in faster timescales, while reducing environmental impact.

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RapidMiner_Utilities
Solutions Snapshot

Data Science for Utilities

Learn how RapidMiner can help utilities tap into data science to ensure smooth delivery, profitable operation, and great customer experiences.

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akkord featured image
Research Project

AKKORD

The goal of the AKKORD project is to develop a collaborative industrial data science and service platform integrating knowledge gap analysis, up-skilling, a fully connected data basis, data science applications, and much more.

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Industrial Time Series Analysis Pt1 Featured
Workshop

Industrial Time Series Analysis – Part 1

In Part 1 of this Lightning Demo, we’ll begin with a raw industrial time series data set and show how to use RapidMiner to prep the data for modeling including equalizing time stamps, windowing & batching, and more.

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Blog

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.

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Research Project

TechRad

Development of an autonomous technology scouting radar for small and medium-sized enterprises

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Revenue-management
Workshop

Revenue Management

Businesses need to be agile and consider ways to adjust their pricing strategy to react to economic environment changes, competitor strategies and more. Learn how.

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Prescriptive-Optimizer
Workshop

Prescriptive Optimizer

Prescriptive analytics can help us make relevant decisions by providing a better understanding of how to act to change a particular outcome. Learn how.

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Text-Mining-Entity-Extraction
Workshop

Text Mining – Entity extraction

In order to extract the desired information from unstructured text, data scientists rely on a technique called entity extraction. This session will focus on ways to perform entity extraction in RapidMiner Studio.

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Solutions Snapshot

RapidMiner Platform Brochure

Read our platform brochure to learn more about how RapidMiner unifies the entire data science lifecycle from data prep, to machine learning and model operations.

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Presentation

Teaching Rapidly: Using RapidMiner in education

In this session, Tamilla Triantoro presents how she adopted RapidMiner for teaching machine learning concepts, including topics and techniques she covered in class, student feedback, and the support she received from RapidMiner unicorns.

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Prevent Fraud
Case Study

Identify and Prevent Fraud

Fraud detection is usually manual and labor-intensive. At scale it can be a tricky problem to tackle. However, if you apply AI properly you can both save time and be more effective.

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Master Variable Demand
Case Study

Master Variable Demand

Every supply chain requires precision forecasting. Learn how this automotive manufacturer optimized hundreds of dealer orders and generated substantially more accurate sales forecasts leading to a $10M+ benefit in year 1 and $50M+ more than expected in year 2.

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rapdiminer-virtual-optimizer
Webinar

RapidMiner Virtual Optimizer

In this webinar, we cover the topic of process optimization through the lens of RapidMiner’s virtual optimizer—a real-time prescriptive dashboard that lets workers understand the current state of your operation, experiment with potential changes, and then implement the best solution.

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Infographic

The Model Impact Epidemic

There’s an epidemic that’s preventing models from making it into deployment where they can actually have an impact. RapidMiner illustrates this epidemic.

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Glossary

Price Optimization

Machine learning driven price optimization is reshaping industries from hotels to retail. Learn what it is what it can do for you.

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Glossary

Data Mining Tools

Data mining tools are used to uncover patterns inside large sets of data to predict future outcomes. Learn more about data mining with RapidMiner.

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Presentation

Deep Learning

Learn about basic concepts of Deep Learning and scenarios that might benefit from its usage, with guidelines for creating networks in a visual way and tips for optimization.

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Presentation

Clearing the Fog around Data Science and Machine Learning

The hype around data science produces a dense fog that can easily restrict the broad scope of your vision, the rising slope of your applications, and the promised hope of new opportunities. This presentation busts those myths and shows you a better, simpler, and more rapid path to value and insights from your data.

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Presentation

AI for Lending

Munwar Shariff from Cappius Technologies / Anblicks demonstrates how RapidMiner can help financial institutions increase revenues and reduce business risk with valuable insights about their customers.

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Video

Model Selection Framework

“Hey Doc, what Machine Learning model should I use?” In this video, Ingo discusses a simple and proven method for model selection. Deep Learning is not always the best one.

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Webinar

Time Series Analysis

RapidMiner Data Scientist Dr. Fabian Temme holds a demo on a time series data set where he teaches users how to optimize their forcasting abilities

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Glossary

Artificial Intelligence

Artificial intelligence is changing our world in more ways than we can see or even imagine. But there’s a lot of fiction about the fact of AI. This article explains everything you need to know about AI, what it really does and why it matters.

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Glossary

Big Data

If data is the fuel for machine learning, then big data is the space age lighter fluid that sets machine learning on fire. Learn about it here.

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Glossary

Data Science

Data science is helping us change our world in ways we never even knew. Do you know how it works and why it’s important? Read this article to find out.

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