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Image classification: Use AI to identify/classify images like defective versus non-defective parts
This session focuses on building, training, and deploying predictive models that can classify objects found in an image. Often we have to visually inspect an object to determine its quality, classification, and so on. However, with machine learning, one can reduce the human manual verification.…
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Root cause analysis: Leverage historical data to determine root causes of failures
This session focuses on understanding the root cause of a failure. Often when a failure occurs, we do not know the exact cause. In this video, learn how to use machine learning and decision trees to identify the root cause of an issue.…
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A Step-by-Step Guide to Running a Workflow from a Scheduled Pipeline
You are creating a workflow (or maybe several workflows) in the Altair Analytics Workbench. You plan to schedule these to be run at particular times. Here's how… First of all, log into the Hub Portal, and under 'Deployment Services', create an Artefact Repository. For example you may call it "workflow_artefacts". You have…
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Model Optimization and Hyper Parameter Tuning in Altair AI Studio | Ask The Expert AI Studio Webinar
Join our Ask The Expert webinar to learn about model optimization and hyper parameter tuning in Altair AI Studio. The session covers selecting parameters for cross validation and decision trees, followed by a live Q&A. Expert: Jeff Chowaniec, Senior Data Scientist MC: Rebecca Cronin, Manager Customers Success Recorded on…
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Macros in Altair AI Studio | Ask The Expert AI Studio Webinar Series
Join our Ask The Expert webinar to learn how to use macros in Altair AI Studio. The session covers defining macros during runtime and predefined macros, followed by a live Q&A. Expert: Jeff Chowaniec, Senior Data Scientist MC: Rebecca Cronin, Manager Customers Success Recorded on January 8, 2025 Sign up for future…
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Join Data Sets by Date Time in Altair AI Studio | Ask The Expert AI Studio Webinar Series
Join our Ask The Expert webinar to learn how to use Altair AI Studio to join datasets by date time. The session covers using numeric-to-date, the equalize operator, and subprocesses, followed by a live Q&A. Expert: Jeff Chowaniec, Senior Data Scientist MC: Rebecca Cronin, Manager Customers Success Recorded on December 11,…
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Transform Data for Visualization in Altair AI Studio | Ask The Expert AI Studio Webinar Series
Join our Ask The Expert webinar to learn how to use Altair AI Studio to transform data for visualization. The session covers data cleaning, aggregations, and chart visualizations, followed by a live Q&A. Expert: Jeff Chowaniec, Senior Data Scientist MC: Rebecca Cronin, Manager Customers Success Recorded on November 13,…
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LLMs with HuggingFace in Altair AI Studio | Ask The Expert AI Studio Webinar Series
Join our Ask The Expert webinar to learn how to implement conversational LLMs in Altair AI Studio workflows using HuggingFace. The session covers using LLMs for text classification, text generation, and summarization, followed by a live Q&A. Expert: Jeff Chowaniec, Senior Data Scientist MC: Rebecca Cronin, Manager…
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Time Series Forecasting in Altair AI Studio | Ask The Expert AI Studio Webinar
Join our Ask The Expert webinar to learn how to use Altair AI Studio for time series forecasting. This session covers a manufacturing use-case involving high-frequency sensor data, followed by a live Q&A. Expert: Jeff Chowaniec, Senior Data Scientist MC: Rebecca Cronin, Manager Customers Success Recorded on September 11,…
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Organizing and Importing Data in AI Studio
Hello Altair Community, I recently received a question from a professor regarding how to organize and import data in AI Studio. I thought this would be valuable to share with the entire community, so here’s the question and my response. The Question: How to migrate datasets and processes from the book we are using (files…