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ATCx Digital Twin - October 17, 2024
Altair's ATCx Digital Twin on October 17, 2024, is a virtual global event focused on exploring the latest advancements in digital twin technology. Attendees will learn how to harness simulation, AI, and data analytics to optimize product design, development, and operations across industries like manufacturing, heavy…
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Software Support Policy for Data Analytics Products
Software Support Policy Latest Product Versions Product Name Current Version Versions Supported Altair Monarch (formerly Altair Modeler) 2024 Versions 2023 Altair Monarch Server 2024 Versions 2023 Altair Panopticon (formerly Panopticon Server) – Visualization Server 2024 Versions 2023 Altair Knowledge Studio/Seeker 2024…
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Altair named A Leader in the June 2024 Gartner Magic Quadrant for Data Science and Machine Learning Platforms.
Hi All, We are delighted to announce that Altair has been recognized as A Leader in the latest Gartner research report. This is an important milestone for us and we want to thank our entire community for your continued support and use of our products. Please follow the link for the full report! Click Here
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how to retrieve info from the deep learning model validation report
Dear Sir, I write a simple deep learning workflow as below. if we double click the dataset after Model Validation run, we will get the following view to get "Percentage Correctly Predicted", Entropy Explained"...etc. However, I would like to run all above workflow by KSQuery log command script and try to retrieve the above…
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KSQuery SQL command with String Variable in KnowledgeStudio
Dear Sir, I am looking for some automation scripts execution in KnowledgeStudio. The way I do in the first stage is to open KSQuery log view and run model(Ex: DeepLearning Model). The log has be captured successfully in KSQuery log view. The next step I want to do is to change some model parameters, such as hidden layer no…
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Retain customer ID after running Reject Inference node
Hello Everyone, Does anyone know how to retain a customer ID or account ID in the merged dataset (accepts/rejects) after running the Reject Inference node? My accepts dataset and my rejects dataset both have it, the logistic regression model did not use it hence the customer ID was excluded, but when connecting all three…
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Data Science for Engineers: Making Use of Aerospace Telemetry Data
Aerospace companies collect endless amounts of time series data from, sensors, systems, and simulations. Engineers can find practical insights in this data with machine learning and AI projects when they know where to look and what to do with that data. Predicting failure in engines, turbo fans, motors, and any moving…
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KnowledgeStudioで作成した学習モデルをActivateの1Dモデルに取り込む方法
簡単な問題を例に、KnowledgeStudioで作成した機械学習モデルをActivateの1Dモデルに取り込む方法を紹介いたします。 問題設定 y=u+0.2u^3の3次関数に対し、乱数で±100のノイズを付与したデータを作成しました。 uの範囲は-15~15としています。これを学習用データとしてKnowledgeStudioで機械学習モデルを作成してみます。 romAIとKnowledgeStudioの違い Activateでは、romAIで動的な機械学習モデルを作成することはできますが、ディープラーニングモデルに限られています。…
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ANGOSS - A database from way before most of you were born... And I need data from it
Back in the day before Windows there was a office suite called SmartWare were someone built a database application using an ANGOSS database (1995)! We have now been asked to extract the data from this system! ANGOSS has gone through many hands and now is probably a historic artifact! I am looking for the old AGNOSS ODBC…
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How to check and extract a list of users logging into Knowledge Studio 2021 for the past month?
Hello, I'm checking who were logged in to application KS in the past month but can't find the menu to check it. How do we check and extract a list of users logging into Knowledge Studio Version 2021.0.0 for the past month?
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Knowledge Studio 2022.3 Now Available!
Click here to read the release notes for complete details on changes in this new version. Knowledge Studio 2022.3 is a release with major enhancements and bug fixes. The enhancements include more advanced and granular model control for Keras Deep Learning and XGBoost models, as well as model validation and scoring…
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Integration of Jupyter Notebook in Knowledge Studio
There is a node in Knowledge studio dedicated to write and execute python codes, enabling users to integrate them into their data analytics workflows. It’s located in the Action palette and is called Python Code. Jupyter notebook is a web based integrated development environment that is extensively used in data science…
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Knowledge Studio 2022.2 Now Available!
Knowledge Studio 2022.2 is now available to all licensed users. This is a major release with important and exciting new features introduced in Knowledge Studio, and we recommend that all customer organizations plan their upgrades now. Click here to read the release notes for complete details on changes in this new version.…
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Do you want to learn more about "Knowledge Studio"? There is a dedicated training!
Hi all, We have a new Instructor Led Training offering about “Knowledge Studio”. Please visit the Altair Learn site (https://learn.altair.com/) under Class Schedule to view available dates. For more comprehensive information about Knowledge Studio, please ask your Altair representative about it. Please feel free to share…
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Weight of Evidence Node in Altair® Knowledge Studio®
Knowledge Studio’s Weight of Evidence node is essential to creating scorecard models. The Weight of Evidence node transforms your data so the model can assign points to every bin and these points will eventually add up to the scorecard. Knowledge Studio uses Altair’s patented decision trees to bin ordinal and some…
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how to manipulated datatime from Database SQL in Altair Monarch ?
Hi everyone, I have a question with the use of monarch, I need to manipulated data with the format "DATATIME" from SQL SERVER, in Monarch it only shows up to seconds, example, 1:23:50, but in my application I need to work with the format "1:23:34.345" IS THERE A WAY TO MANIPULATE DATA WITH MILLISECONDS LIKE IT? I'm new,…
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Live Knowledge Studio Seminars
Hi all, We have set up our first live training seminars for Data Analytics on the Altair Learn site (https://learn.altair.com/) under Class Schedule. The first course will be Knowledge Studio Introduction and will run 9:30am-12noon EST (2.5hours per day) from March 7th – March 10th. The second course will be Knowledge…
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Introduction to Altair® Knowledge Studio® 2022.0
Knowledge Studio 2022.0 introduces several important improvements that make the software easier than ever to use and deploy. * Docker is no longer required to support any Knowledge Studio functionality, which makes deployments easier, eliminates certain compliance issues, and saves money. * The software now offers a new…
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Implement Automated Machine Learning with AutoML node in Knowledge Studio
A machine learning workflow includes iterative steps such as data preparation, modelling and validation to select the best predictive model. Automated Machine Learning (AutoML) aims to automate the iterative tasks allowing data scientists to compare performance of multiple models swiftly which enables them to make faster…
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Knowledge Studio 2022.0 Now Available
Knowledge Studio 2022.0 is now available to all licensed users and we recommend that all customer organizations plan their upgrades now. Here’s a high-level summary of the changes in Knowledge Studio 2022.0: * Docker no longer required: With this release, Knowledge Studio no longer has any dependency on You can use…
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Whenever I am trying to run XGBoost I am getting error on Knowledge studio (Docker required)
What should I do or install to not get this error? occurred: E000180: SYSTEM: unknown command 'DOCKER'; is it installed? I am receiving this error can you help get it resolved Stack trace: at OLEDB.CheckError(OLEDB* , Int32 hr) at OLEDB.Execute(OLEDB* , Char* query) at Angoss.KSLocal.KDSProviderConnection.Execute(String…
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Detect Anomalies and Outliers with Altair® Knowledge Studio®
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…
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金融機関の業務効率化・最新事例のご紹介
金融機関の業務効率化・最新事例のご紹介 ポストコロナの経済再開に伴う人材不足を乗り切る！米国金融機関の業務効率化最新事例のご紹介 1. Altair会社紹介 2. 米国ポストコロナの経済再開に伴う人材不足の現状 3. 消込や報告書作成業務を効率化した事例 4. AIを活用して不正利用検知業務を効率化した事例 応用例： - ルールベースと機械学習を組み合わせたハイブリッド型 - 不正データが極端に少ない場合の対応方法 Altairデータ分析ソリューション こちら弊社フライヤーとなります。 Altairのデータ分析ソリューションは、機械学習だけでなく、データ準備から可視化までの一連のデータ活用をシームレスにサポートしています。…
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Use Altair® Knowledge Studio®’s XGB Node in Predictive Modeling Applications
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…
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Analyze Shapley Values with Altair® Knowledge Studio®
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…