Resource Library

Data Science for Engineers Series 2: Predictive Modeling and Evaluation

In the second installment of this Data Science for Engineering series, we covered:

Predictive modeling and evaluation techniques
The Cross-Industry Standard Process for Data Mining (CRISP-DM) framework
Spotlight on Altair customer stories - Ford Motor Company and Reni

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Data Science for Engineers Series 2: Data Collection, Preparation, and Understanding

We kick off the Data Science for Engineering series by covering the first step of data science methodology.

During this 90-minute presentation and Q&A we discuss:


The "why" of engineering-data science convergence holds the key to unlocking the full potential of data

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HR Analytics: Overcoming Challenges & Unlocking Opportunities

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-

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Data Modernization: From Gathering Dust to Gleaning Insight

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

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Rapid Digital Transformation with AI-ML applied to Consumer Packaged Goods

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...

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Maximize Mining Equipment Performance with Altair Multiphysics solutions


The Mining industry faces a lot of challenges and remains under high pressure to control costs, improve operational efficiency as well as meeting stricter environmental regulations. Innovation and the use of technology play a key role in addressing these and in shaping the future of mining. This

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Digital Twins : IoT in Mining


The Mining industry faces a lot of challenges and remains under high pressure to control costs, improve operational efficiency as well as meeting stricter environmental regulations. Innovation and the use of technology play a key role in addressing these and in shaping the future of mining. This

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Altair Technology Conference 2021 : Mining

The Mining industry faces a lot of challenges and remains under high pressure to control costs, improve operational efficiency as well as meeting stricter environmental regulations. Innovation and the use of technology play a key role in addressin...

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Increasing the Value of Your Data: Getting Started with Machine Learning

Discover the benefits and ease of adopting machine learning into your data strategy with Altair Knowledge Studio. This webinar is perfect for anyone getting up to speed on implementing and using ML/AI – regardless of skill level or industry.

During this webinar, we covered the following:

- Ge

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The Deep Dive: Practical AI and Data Science for Engineering

Engineers in manufacturing industries can spend as much as 50% of their time acquiring and synthesizing the data required to perform their day-to-day roles. We are convinced that engineers skilled in the use of AI toolsets hold the key to reducing...

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Monetize Your Data Analytics Performance Through Collaboration

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

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Fraud Detection and Prevention: A Data-Driven Approach - Data Analytics Spotlight Series

Fraud impacts everyone—from individual consumers to large corporations.

Traditional rules-based systems may have been effective in the past in identifying fraud, but they become ineffective and stale as fraudsters learn how to bypass those rules. It becomes even more challenging due to the large

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Data Science for Engineering

Data science and AI are game-changing technologies for engineering and manufacturing companies. To embrace the need of today and the future for self-service data science and analytics in manufacturing, we need more data engineers to make this all possible.


At Altair, we envision a future whe

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Monarch Spotlight Series - Data Automation for Mortgage Servicing

Mortgage Servicers using Black Knight face significant challenges around quickly and cost-effectively accessing lending and prepayment risk.

Mortgage Servicers rely on the client and transactional data to evaluate pre-payment risk and execute on investor reporting, loss analysis, and servicing tr

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Data Analytics, Manufacturing Operations, & Quality

The ever-changing worlds of manufacturing and data analytics are now converging—and this intersection will soon greatly influence process management and quality engineering.
Yet at all levels, quality professionals are grappling with the what and how of integrating data analytics.

Altair Data An

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The Truth about the Analytics Maturity Journey: 2021 Edition

Analytics Maturity Models have been around for 15 years, used by analyst firms and businesses across industries globally.

But confusion remains about where exactly organizations place themselves on the continuum.

Chris Long, VP of Worldwide Data Analytics Solutions Specialists—who was part of

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AutoML, Explainable AI, Custom Nodes + More: New Workflow Conveniences in Altair Knowledge Studio

Discover the new capabilities of Knowledge Studio that were released in 2020 to keep the tool moving as fast as science evolves.

2020 has been a slow and complicated year for some industries but not for technology. Technology continues to evolve at a fast pace and so should the solutions that s

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Innovative Tools for the Next Generation Data Scientist

We’ll take you through Knowledge Studio which 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 single line of code.

Knowledge Studio is a perfect fit to help manage cre

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The Future of Augmented Analytics

Augmented Analytics is being touted as the next frontier in AI’s Evolution with Gartner defining it as “the use of enabling technologies such as machine learning and AI to assist with data preparation, insight generation, and insight explanation to augment how people explore and analyze data”.

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The Future of Self Service in Data & Analytics

Featuring an enviable lineup including; Frederic de Sibert, Global Head of Investment Banking Services Strategists at Goldman Sachs, Paul Downes, COO at Autovista Group, Kerem Talih, General Manager/CFO at Doğuş Otomotiv and Dr. Mamdouh Refaat, Chief Data Scientist at Altair.

This hour-long webin

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The Next Generation of Data-Driven Lending

Post COVID-19 and as we navigate our new normal - banking and lending will undoubtedly be transformed. As the economic fallout spreads, financial firms are grappling with a major influx of relief requests from consumer and business customers.

Our panelists discuss whether modern technology, advan

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The Future of Data Democratization

Hear from a prestigious panel of experts including David Huguet, Data Lead at SNCF, plus Martijn van Baardwijk, CFO - Continental Europe at Inchcape plc.

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Optimizing Marketing Retention Campaigns Using Data Analytics

Marketers need to better understand changing preferences and shifting demand so they can personalize their interactions. Altair Data Analytics solutions help clients derive deeper, faster customer and prospect insights by blending and analyzing da...

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Financial Fraud Mitigation with Data Analytics

Fraud mitigation requires technologies and business processes that are flexible in their construct, easily understood by all who are involved in fraud prevention, and are agile enough to adapt to new attacks without needing to be rebuilt from scratch.


Data from all business units and function

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Harness The Power of Machine Learning While Building Trust Using Explainable Predictive Analytics

This presentation is about making machine learning models and their decisions interpretable, and why it's important and valuable.

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Demystifying Data Science: Predictive Modeling

What is Predictive Modeling?  Why is it useful?  How do you leverage Predictive Modeling in a practical sense for your business? 

Users will end this session with a better idea of how they might be able to apply predictive modeling to their own potential use cases.

In this webinar, we explore,

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Training - Machine Learning Techniques for CAE Applications

Machine learning techniques for CAE applications using Altair Data Analytics software.

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Webinar: Retaining High Value For Your Business Using Data Analytics

A profound shift in the world economy means that businesses will rely more on analytics to predict a behavior down to a particular confidence interval. Loss of revenue streams and mitigating other risks highlights the importance of using data to d...

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Using Altair Data Analytics To Track Down Fraudulent Activities

Altair Data Analytics helps the Intelligence Community implement and streamline advanced interoperability through smart data preparation and predictive analytics, allowing security analysts to rapidly access, clean, and transform difficult data fr...

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Data Preparation, Data Science and Machine Learning

This video explores the many ways Altair Data Analytics software may be applied in financial services environments. Learn how to improve your skills in data preparation, machine learning, and data visualization.

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Stream Processing and Visualization

Learn how you apply real-time data visualization and stream processing technology in financial services environments to identify profitable opportunities and avoid compliance risks.

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Creating Value Using Machine Learning

Altair Data Analytics tools support data preparation, data prediction and data visualization. In this webinar, we introduce the machine learning capabilities of the Knowledge Studio product. The webinar contains:

A brief introduction to the concept of Machine Learning
A live demo solving a probl

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Overcome Big Data Access Challenges with Knowledge Studio for Apache Spark

In combination with its market-leading data visualization approach for building, exploring and segmenting data, and building explainable predictive models, Altair Knowledge Studio for Apache Spark&tradel enables data science teams to build machine...

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Support Lending Decisions and Minimize Risk Using Scorecards

How do you define and minimize risk in uncertain times? The simple, transparent and easily explainable modeling technique of scorecarding can help to support credit decisions such as scoring new lending applications, changes in credit limits, over-limit approvals on transactions, etc.

In today’s

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