Resource Library

In this session we will highlight how Altair HyperWorks supports efficient data processing and visualization, thereby helping users to make decisions faster. From the simulation-driven design workflow, fully integrated with HyperWorks’ model build...

Altair products are quickly evolving into AI-driven products. Starting from the modeling and visualization products, the latest release of Altair HyperWorks includes features like shapeAI, which quickly finds and classifies parts “by shape” inside...

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 for...

Digital technology has changed the landscape of manufacturing and product creation: Internet of Things (IoT), artificial intelligence (AI), and data analytics are connecting organizations, generating data, driving more intelligent operations, and ...

Engineering adoption of AI is transforming product development yet again. AI-driven design, augmented simulation, and predictive analytics are all contributing to increase collaboration, speed up design convergence, and achieve greater product inn...

Knowledge Studio supports Autoregressive Integrated Moving Average (ARIMA) models, a powerful way to make accurate predictions based on time series data. You can add ARIMA models to your AI workflows with a fully menu-driven user interface. The so...

Knowledge Studio delivers explainable artificial intelligence (AI) and automates machine learning tasks to enable people to make fully informed decisions based on massive amounts of data. The software displays all the details of a model’s configur...

Serba Dinamik is an engineering company specializing in operations and maintenance (O&M), engineering, procurement, construction and commissioning (EPCC), and IT solutions for energy exploration and production firms. Their team worked with Altair ...

Altair’s Data Analytics Assessment Service helps answer the tough questions:
• What data do I have?
• Can it be leveraged for analytics?
• What other data do I need and how do I get it?
• What ML technology can be used with my available data?
• How do I get started?

Data scientists and business analysts use Altair to generate actionable insight from their data. Knowledge Studio is a market-leading easy to use machine learning and predictive analytics solution that rapidly visualizes data as it quickly generat...

Enroot is a simple, yet powerful tool to turn traditional container/OS images into unprivileged sandboxes. It uses the same underlying technologies as containers but removes much of the isolation they inherently provide while preserving filesystem...

Datasets often have missing values due to file corruption, failure to record data points, or other causes. Handling missing data values correctly is critical to developing accurate predictive models. Knowledge Studio makes it easy to identify data...

As part of the Altair Data Analytics Spotlight Series, we discuss modernizing your organization's data management so that you can unlock the full value of analytics and AI.

If you're interested in developing a trusted data architecture that is accessible, centralized, and strategically designed t

In this webinar, we share our experience on the typical challenges faced by a CPG organization in the data analytics, AI, and ML context. A deep understanding of these challenges is also the key to the solution directions with the right mix of tal...

In simple terms, Simpson’s Paradox occurs when a trend appears in subgroups but disappears or is reversed when subgroups are combined into a single dataset. Knowledge Studio supports detection of this statistical phenomenon. In this video, you wil...

Most machine learning algorithms assume there are equal numbers of examples for each class in the source data. Many datasets contain substantially different numbers of records for important classes — resulting in an imbalanced class problem. Failu...

In the context of machine learning applications, GLM models allows the use of dependent variables that do not follow normal distributions. This video shows how easy it is to use Knowledge Studio’s GLM node to utilize this advanced statistical tech...

Altair® SmartWorks™ Analytics is an end-to-end platform that enables you to combine enterprise expertise with data and artificial intelligence (AI) to build analytics applications and scalable automation – with or without code.

Learn how to manage and securely operationalize machine learning models at scale.

Explore how the AutoML nodes allow you to train classifiers by utilizing built-in feature transformations and optional automated hyperparameter tuning with our out-of-the box, and fully customizable gridsearch. AutoML models created using the Pyth...

Simulation-driven design changed heavy equipment product development forever, enabling engineers to reduce design iterations and prototype testing. Increasing scientific computing power expanded the opportunity to apply analysis, making large desi...

Human resources (HR) is tasked with recruiting the best talent and keeping culture at the forefront while staying on top of payroll, performance, and many other responsibilities. What if you could save time getting these tasks done while your huma...

How do industry leaders and today's young minds look at ethical AI?

This article from Engineering.com poses some tough questions about the role AI will play in our future and how we can plan to deploy these powerful tools responsibly. The panel of industry leaders and up-and-coming engineers inte

What makes artificial intelligence a game changer is not what movies depict with the loud destructive powers of artificially intelligent robots. It’s the opposite, it is the silent creative destruction that it brings as apps in our phones or featu...

Explore how mortgage lending, operations, and servicing groups leverage data analytics solutions to automate processes, apply predictive and prescriptive analytics, and monitor assets visually. Join us to see demonstrations on data extraction, con...

Data scientists and business analysts across the retail industry use Altair to generate actionable insight from their data. In this session, we will explore how easy-to-use machine learning and predictive analytics tools empower you to rapidly analyze data and quickly produce explainable results -

With the increasing adoption of telehealth and retailers expanding into healthcare delivery, patient demands for access and convenience continue to grow. Many organizations still rely on spreadsheets for key reporting and data management functions...

Be one of the first to experience how Altair’s next-generation, cloud-native enterprise data ecosystem empowers everyone in the enterprise to harness the full power of artificial intelligence (AI), analytics, and the Internet of Things (IoT). Expl...

How can enterprises improve performance, create differentiated customer experiences, and deliver competitive advantage? Access to actionable data and analytics insights is key, which is why enterprises are migrating data and analytics to the cloud...

Many scientific applications rely heavily on the use of brute-force numerical methods performed on high-performance computing (HPC) infrastructure. Can artificial intelligence (AI) methods augment or even entirely replace these brute-force calcula...

The simulation-driven design changed product development forever, enabling engineers to reduce design iterations and prototype testing. Increasing scientific computing power expanded the opportunity to apply analysis, making large design studies p...

This presentation outlines Oracle’s vision for the future of artificial intelligence, including how AI and automation will drive the next wave of business transformation, the proliferation of technologies focused on understanding human language, i...

As an institute of the Bavarian Academy of Sciences and Humanities, the Leibniz Supercomputing Centre (LRZ) is the high-performance computing center for Munich’s top universities and research institutions in Germany and Europe.

Altair provides and installs NVIDIA’s DGX systems and infrastructure

Dr. Fatma Kocer VP, Engineering Data Science at Altair showcases the impact of AI in development environments. In particular on how CAE tools will evolve and Design Exploration is taken to the next level.

Anthony Mc Loughlin VP Sales Data Analytics, EMEA presents how to empower engineering to make data & AI work.

How can we take a step back from our current processes and improve them with new Machine Learning tools, or just clever reporting?

In this session, our in-house solutions expert Alyson Kelley discussed how to monetize your current processes by:

- Understanding current trends in data analytics

The need to design more complex industrial machinery on shorter timelines
means that companies ask engineers to do more with far less.

Chad Jackson, CEO of Lifecycle Insights, describes the digital approach to industrial machinery design and explains strategies leveraging Simulation, Data Scien

Medical stents are a lifeline for patients with cardiovascular illness and disease. Altair's solutions can speed up development time by satisfying the testing of variables virtually, allowing engineers to truly optimize the design and performance ...

The future of smart, connected product development is where data analytics, simulation, and high-performance computing converge to a unified discipline, sometimes referred to as Computational Science and Engineering. How far away is the future? Wh...

The future of smart, connected product development is where data analytics, simulation, and high-performance computing converge to a unified discipline, sometimes referred to as Computational Science and Engineering. How far away is the future? Wh...