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With this webinar, you will be able to efficiently validate credit risk models. We will compare and interpret various validation strategies. You will learn how to compare outputs for models: stability, discrimination, and calibration. You will lea...

With the right data, in this webinar, you will learn to build credit risk models through machine learning techniques and understand the impact of the economic downturn on the model outcome. You will develop a good understanding of the pitfalls of ...

Having the right data for the analytics can give you better and more accurate results. In this webinar, we will try to understand the challenges in the credit risk industry. Build an understanding on the role of liquidity, equity, and many other k...

Risk assessment is crucial for any enterprise that extends credit to customers. Commonly known as credit scoring, the process helps lenders make confident, informed decisions on whether prospective customers will honor their debt. Credit scoring i...

Three major trends have emerged over the last decade and continue to dominate the conversation in HPC: the race to Exascale, the rise of AI, and the emergence of Cloud. We will discuss how these trends are individually and collectively shaping the...

Weather and climate centers worldwide rely on the power of high-performance computing (HPC) to track, analyze, simulate and predict the behavior of weather systems, climate patterns and other atmospheric phenomena. In this roundtable, experts from...

To successfully operationalize machine learning (ML) algorithms, data science teams must be able to continuously update their models so they can improve their predictive performance. The champion/challenger approach is a well-documented method for...

Altair Analytics Hub provides centralized governance and deployment services for every step in the data analytics lifecycle. It enables you to govern your analytics enterprise and deploy programs and models coded in the SAS language, Python, and R...

Altair Analytics Workbench is a sophisticated coding environment that’s ideal for developing models and programs written in the SAS language. With it, developers can include Python, R, or SQL code in their SAS language programs, and it requires no...

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 ...

If manufacturers want to remain competitive in today’s globally connected environment, they must reevaluate and revise longstanding business and engineering practices.

To learn how they are doing this, Altair partnered with CIMdata to develop and conduct a market research survey. In addition to

Write data-centric applications using the best programming languages for the job, mixing syntax from different languages inside a single program. Our code and no-code tools empower you to create, maintain and run models and programs using the languages of SAS, Python, R and SQL.

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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 generates explainable results - without requiring a sing

Users can begin making predictions after their machine learning models are registered and deployed in the SmartWorks Analytics MLOps application. This video explains how to send requests for predictions to a model using a Python script.

Empower everyone to make augmented, data-driven decisions.

Learn about the different ways to deploy machine learning models using Altair® SmartWorks™ Analytics.

This is part two in a series of short videos to help you understand the basics of data science. This video focuses on the concepts of supervised and unsupervised learning. In supervised learning, you develop algorithms that predict outcomes based ...

This is part three in a series of short videos to help you understand the basics of data science. This video focuses on prescriptive analytics, which uses results from multiple machine learning algorithms to inform future decisions. With prescript...

This series of short videos will help you understand the basics of data science. In Part 1, we focus on predictive analytics, which is the process of training computers with historical data so they can make accurate predictions.

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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 ce...

Knowledge Studio, Altair’s machine learning and AI solution, quickly gets to the granular, low-latency data that contain the insights. Delivering transparency and automation with features such as AutoML and Explainable AI, we streamline model buil...

Explore MLOps with Altair® SmartWorks™ Analytics

MLOps is a set of tools and processes that automate and streamline machine learning model deployments. When compared with conventional software production systems, MLOps saves time for data scientists, lowers system cost, and minimizes risk by mana

Knowledge Studio makes it easy to export models to Altair’s SmartWorks Analytics for model management and model deployment.

This video was produced using Knowledge Studio 2021.3 and SmartWorks Analytics 2021.3.

Data drives vital elements of our society, and the ability to capture, interpret, and leverage critical data is one of Altair’s core differentiators. While Altair’s data analytics tools are applied to complex problems involving manufacturing effic...

One of the essential problems involved in managing large datasets is ensuring they’re complete. Many use cases, including materials databases, can use machine learning (ML) and artificial intelligence (AI) algorithms to accurately identify and fil...

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 S...

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...

Is data a challenge or an asset for your HR department? Discover how to minimize the time spent on reporting while maximizing insights from your available data sources.

The HR department’s monthly, weekly, and even daily reports have a wide range of complexity and importance. From the “no-

The ever-advancing digitization is being driven by the convergence of simulation, data, and HPC. While virtual methods, interoperable tools, and standardized interfaces become state of the art, the engineers and their management will play a signif...

What if you could create 1D simulation models that retain the precision of your 3D analysis while running up to thousands of times faster?

SmartWorks 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.

Develop AI-augmented analytics. a href="https://www.altair.com/smartworks-analytics/

Discover how Altair delivers an end-to-end platform that enables you to combine enterprise expertise with data and AI to build analytics applications and scalable automation – with or without code. Solving challenges in where multiple teams and sk...

In a world where everything is becoming more and more connected, Mabe, a leader in home appliances, is using product connectivity to fuel a digitization strategy that delivers consumers the best experience through their solutions and services. Lea...

Gaining insights into a product’s performances has never been easier. With the HyperWorks Design Explorer, users can easily set up and execute the design of experiments (DOE) and optimization studies, learning which attributes contribute the most ...

For the past three decades, Altair’s optimization solutions have driven the innovative, lightweight, and structurally efficient designs of many products you see and use every day. The intense focus on additive manufacturing in recent years have gi...

In every development project, choosing the suitable material is a crucial decision with many interdependencies, and especially in globally distributed value chains, this becomes a challenging task. Material Data Access and availability affect engi...

AI-powered real-time melt-pool analytics for accelerated product development and production.

Crash engineers orchestrate the chain of events that needs to fall into place during the crash event. This includes judgments on which crush behavior is favourable combined with the timing of discrete events such as bolts breaking or parts coming ...

In this session, we showcase the build and assembly of a full system model. Driven by Parts, Subsystems, and Connectors, the Altair HyperWorks™ model build and assembly workflow facilitates representation, revision, and configuration management fo...

In every development project, choosing the suitable material is a crucial decision with many interdependencies, and especially in globally distributed value chains, this becomes a challenging task. Material Data Access and availability affect engi...

Today’s most competitive engineering, research, and design teams can access their software, their data, and importantly, powerful HPC resources, from anywhere in the world. From launching software on any device to accelerating jobs with on-demand ...