A space for data analytics & AI related technical resources and discussions.
Watch the below video to learn how to perform appends, also known as vertical joins or unions, across multiple data sources (text, PDF, CSV, excel, databases, etc.) using Monarch.
Ask The Expert Series on October 26, 2021 Monarch & Monarch Server(Automator) The Session began with a brief overview of Pivot/Unpivot and Duplicates in Monarch v.2021(DPS Mode) before diving into the LIVE Questions. First 40-minutes of the Session our Expert reviewed Pivot/Unpivot and Duplicates. 11:07-11:22am started…
Knowledge Studio’s novelty and outlier detector node makes it easy to identify anomalies in a dataset and remove them if desired. The software supports three different methods for detecting outliers: Isolation Forest, Local Outlier Factor, and One Class SVM. This video demonstrates how to use the novelty and outlier…
XGB stands for “eXtreme Gradient Boosting” and is often referred to as XGBoost. Knowledge Studio includes an XGB node for predictive modeling that data scientists can use to develop solutions for classification and regression problems. Knowledge Studio’s XGB implementation supports models with several types of dependent…
Hello everyone .. I worked on a project by rapidminer to analyze and respond to emails automatically .. Is it possible to make the project run automatically when a new message is received without having to press the start button
Knowledge Studio supports analysis of Shapley values, a solution concept from the world of cooperative game theory. Data scientists can use Shapley values to explain individual predictions of black box machine learning models, including random forest and boosting models. This video demonstrates how to use Knowledge…
Ask The Expert Series on October 12, 2021 Monarch & Monarch Server(Automator) The Session began with a brief overview of Summary with Unique Keys in Monarch v.2021(Classic Mode) followed by creating a Visual Process for Summary with Unique Keys in Monarch Server before diving into the LIVE Questions. First 12-minutes of…
SmartWorks IoT ensures security and performance from the beginning, helping you create scalable connected product solutions and deploy everywhere. But let’s see what that actually looks like through a real application. The case in point here is of an electric motorcycle manufacturer who wants to provide its users –…
Ask The Expert Series on September 28, 2021 Monarch & Monarch Server(Automator) The Session began with a brief overview of Filter Option Export in Monarch v.2021 before diving into the LIVE Questions. First 10-minutes of the Session our Expert reviewed Filter Option Export. Question & Answer: 1. Is one able to add those…
We have several new tutorial videos available in the Knowledge Studio knowledge base that will help you get the most out of your implementation: Build Autoregressive Integrated Moving Average (ARIMA) machine learning models Knowledge Studio supports Autoregressive Integrated Moving Average (ARIMA) models, a powerful way to…
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