Name: Building modern machine learning pipelines
Start: 2023-09-19T18:00:00Z
End: 2023-09-19T18:00:22.000Z
Location: BrightTALK

Government agencies demand performance, transparency, and value—exactly what Red Hat and open source offer. Red Hat is the standard choice for Linux in governments worldwide. 

Our cloud, virtualization, app development, storage, platform and service-oriented solutions bring real freedom and collaboration to federal, state, local, and academic programs. And Red Hat’s worldwide support, training and consulting services bring the power of open source to your agency. 

We are a part of a larger community working together to drive innovation. Learn more at www.redhat.com/government.

AI has become an integral part of modern applications, enabling personalized experiences, predictive analytics, automation, and more. Deploying AI-enabled models requires addressing several key issues and a strategy for deployment on a purpose-built platform.  Assessing your data’s quality, volume, and relevance and choosing the right model to balance accuracy with performance is critical.  But deployment isn't just about the model—it's also about the infrastructure. Organizations must consider the compute resources, storage, and networking requirements as well as legal and ethical standards, to ensure scalability, security, flexibility and ease of use.

Red Hat helps to automate the entire AI lifecycle from model development to deployment and monitoring, leading to more reliable AI applications and quicker iteration cycles. This enables organizations to build, deliver, and manage their own AI-enabled applications and services across any cloud, on-premise, or edge environment

Deploying containerized AI-enabled applications

How far have agencies progressed in their zero trust journey, and how have strategies adapted to address emerging security challenges? Join this webinar to hear valuable insights from leading federal and industry cybersecurity experts from the CIA, DISA, Navy, Red Hat and more.

Trezza Federal Executive Forum: Zero Trust Practices for 2025

While a zero-trust approach promises a more consistent security framework and an improved user experience for government agencies facing increasing cyber threats, its successful implementation hinges on significant cultural and systemic shifts.

Leaders from the Defense Information Systems Agency and Red Hat share their strategies for securing data, building resilience and developing a cybersecurity workforce aligned with zero trust principles.

Learn more about:
How agencies are implementing identity management in legacy and modern systems.
Balancing security and resiliency while remaining agile.
How leaders are measuring the success of new security architecture implementation.

GovCIO GovForum: Implementing Zero Trust

Federal agencies undergoing IT modernization need to prioritize cyber resilience. Red Hat chief architects Chris Yates and Travis Steele discuss these priorities in the context of defense and national security. This includes a look at multi-domain operations, emphasizing the need for maneuverability and rapid capability restoration during missions.

GovCIO GovForum: Accelerating Federal Cyber Resiliency in IT Modernization

Interested in learning about the strategies U.S. agencies are using to better achieve their mission with artificial intelligence? Join Red Hat's CTO for the North America Public Sector, John Dvorak, and other industry leaders on April 8th for the Federal News Networks Executive Forum on Artificial Intelligence Strategies in Government to gain the unique perspective of government technology leaders from the likes of the DIA, Army, DoD and the CDAO.

Trezza Federal Executive Forum: AI Strategies in Goverment and Best Practices for 2025

Unlock the future of AI with enterprise-grade AI products and services from Red Hat. Join us to explore how Red Hat Enterprise Linux AI accelerates AI-driven business outcomes. To address unique business needs, enterprises must customize AI models—a critical step in developing and deploying generative AI solutions. In this webinar, our experts will guide you through the benefits of customizing large language models using InstructLab alignment tooling and Granite models for efficient tuning and fast delivery of AI solutions. We’ll also review the key products, and features that can help you get started with generative AI.

Unlock generative AI innovation with Red Hat Enterprise Linux AI

Explore the synergy between OpenShift Virtualization and cloud providers like AWS. Gain insights into how you can leverage the scalability, flexibility, and reliability of AWS to enhance your OpenShift Virtualization deployment and achieve optimal performance in the cloud while maintaining cost control and FedRAMP compliance natively.

Red Hat® OpenShift Virtualization in the Cloud with Amazon Web Services (AWS)

Safeguard your critical data and ensure business continuity with OpenShift Virtualization and Veeam Kasten V7.0 enhanced security capabilities including industry-first FIPS compliance. Discover how this powerful combination of enterprise software can streamline your backup and disaster recovery processes, enabling you to protect your virtualized environments with ease and confidence from cluster to file level backups.

Red Hat® OpenShift Virtualization Backup/Disaster Recovery with Veeam Kasten

Uncover the secrets to optimizing your OpenShift Virtualization storage with CSI compliant storage and managing storage in a Kubernetes world. Learn how this leading storage solution can provide you with the performance, scalability, and data protection you need to ensure the success of your virtualized workloads in a data center environment. This segment is appropriate for anyone considering Portworx storage or who want a storage overview in general.

Red Hat® OpenShift Virtualization Storage Solutions with Portworx by Pure Storage

Discover the power of OpenShift Virtualization as a native KVM hypervisor and its seamless integration into your data center infrastructure. Learn how this cutting-edge technology can revolutionize your virtualization strategy and unlock new possibilities for your organization.

An Overview: The Power of Red Hat® OpenShift Virtualization

Join us for this virtual event where we’ll demonstrate how Red Hat and Dynatrace can help you discover operational and security issues before they occur with automated root cause detection and remediation.

How to automate your IT operations with Red Hat and Dynatrace

It’s no secret: Government agencies have been met with a deluge of data. It’s a reality driving the replacement of antiquated, slow, and siloed systems with modern, fast, and interoperable ones designed to meet the need of future missions. To get there, the Intelligence Community (IC) is retooling its workforce, improving security controls, maximizing the use of open source data, leveraging emerging technologies, and approaching a more interoperable & partner-based future. In this Webcast, top IT leaders from the IC will explain why interoperability is essential to mission demands.

An interoperable future for the Intelligence Community

The recent Q&A-style "Ask Me Anything about Red Hat Enterprise Linux" Red Hat User Group (RHUG) event uncovered a lot, to put it lightly. And, we're excited to share the on-demand recording for you to have as a valuable resource as you buildout your RHEL journey.

Featuring:
Matt Hicks, Executive Vice President, Products and Technologies, Red Hat 
Gunnar Hellekson, Vice President and GM, RHEL Business Unit, Red Hat
Julio Villareal Pelegrino, Distinguished Architect, Red Hat 
Scott McBrien, Technical Contributor, Red Hat 
Tony Harris, Specialist Solutions Architect, Red Hat
Susan Roper, Director, Product Marketing, Global, Red Hat

Ask Me Anything: Red Hat Enterprise Linux (RHEL)

In this webinar, we’ll share findings from IDC on how Red Hat® Enterprise Linux provides financial benefits to customers by increasing revenue and lowering costs. We’ll also delve into our findings on open source software and Linux adoption in the enterprise.

Featuring:
Ashish Nadkarni, Group Vice President, Infrastructure Systems, Platforms and Technologies Group, IDC
Gunnar Hellekson, Vice President and General Manager, Red Hat Enterprise Linux, Red Hat

The power of Red Hat Enterprise Linux (RHEL)

Today, most public sector organizations have built their operations using legacy applications. In many cases, these applications are still critical, but not nearly as performant or cost-effective as they once were. As such, agency leaders are looking for ways to become faster and more agile so that they can continue to enable innovation, control costs, and provide new ways to consume information. 

How can agencies take advantage of the assets they have already developed over the years, and simultaneously take advantage of new open technologies? During this webcast, join public sector decision-makers to examine the importance of application modernization, discuss trends and best practices for a more unified modernization strategy to support a newly distributed workforce. 

Featuring:
Dorthy Aronson, National Science Foundation, CIO 
Mike Karas, Transportation Security Agency, Chief Enterprise Architect 
David Egts, Red Hat, Chief Technologist

Updating Legacy Applications in the Cloud

Companies everywhere are implementing DevOps practices to bring fast innovation of software to market. Frequent pushes of small, microservice updates are in high demand. Federal agencies want in on the action too, and they bring their own sets of challenges.


When working within air gapped environments, security is of the utmost importance, so how do you make it work? Open source solutions don’t always seem like the first choice to turn to. Many of them demand constant Internet access for updates. With the right strategy in place, open source solution can often not only be an option, but the best option. In this session, Jay Hancock, DevOps Manager at Parsons Corporation, will discuss how he and his team have addressed some of the challenging requirements of the defense and intelligence
 community. He will provide a detailed viewpoint into using open source technologies like kubernetes, containers, and more.

Delivering Innovation in Classified Environments

The adoption of cloud computing has been a major industry shift over the last decade. While most have started their cloud journey, there is still a lot of work to be done to modernize and take advantage of both the architecture and opportunity of public cloud computing. This session will focus on key considerations that affect all enterprises.

You’ll learn:
How to harness the innovation of cloud-native ecosystems.
Where your company can simplify to focus on more strategic and differentiated activities.
Examples from your peers in the industry.

Top 2 considerations for operating in the cloud

We’ll present a modernization journey from the source code to the container platform. In this session, you’ll learn how to succeed on this journey using best practices, saving time and risk with automation, and scaling across your organization.

You’ll learn:

The top 10 challenges and how to solve them.
How to accelerate your migration journey.
How to containerize your application in 10 minutes.

App Modernization with Red Hat Cloud Services

Software engineering has changed dramatically over the years with better collaborative development practices, migration from monoliths to microservices and more. But what about machine learning? How has machine learning based development evolved over the years? In this session, we'll discuss early ML setup and practices and how it's evolved into today's collaborative data science and streamlined ML deployment and MLOps best practices.

Building modern machine learning pipelines

Cloud

MLOps

Machine Learning

Artificial Intelligence

Security

Cloud Adoption

Hybrid Cloud

Application Development

Cloud Architecture

Cloud Native

Welcome to the virtualization community on BrightTALK! Whether it affects servers, storage, networks, desktops or other parts of the data center, virtualization provides real benefits by reducing the resources needed for your
infrastructure and creating software-defined data center components. However, it can also complicate your infrastructure. Join this active community to learn best
practices for avoiding virtual machine sprawl and other common virtualization pitfalls as well as how you can make the most of your virtualization environment.

Virtualization

Cloud computing has exploded over the past few years, delivering a previously unimagined level of workplace mobility and flexibility. The cloud computing community on BrightTALK is made up of thousands of engaged professionals learning from the latest cloud computing research and resources. Join the community to expand your cloud computing knowledge and have your questions answered in live sessions with industry experts and vendor representatives.

Cloud Computing

The IT security community on BrightTALK is composed of more than 200,000 IT security professionals trading relevant information on software assurance, network security and mobile security. Join the conversation by watching on-demand and live information security webinars and asking questions of experts and industry leaders.

IT Security

Increasing expectations for good governance, effective risk management and complex demands for corporate compliance are presenting a growing challenge for organizations of all sizes. Join industry thought leaders as they provide you with practical advice on how to implement successful risk and compliance management strategies across your organization. Browse risk management resources in the form of interactive webinars and videos and ask questions of expert GRC professionals.

IT Governance, Risk and Compliance

The application development community features top thought leadership focusing on optimal practices in software development, SDLC methodology, mobile app development and application development platforms and tools. Join top software engineers and coders as they cover emerging trends in everything from enterprise app development to developing for mobile platforms such as Android and iOS.

Enterprise applications have become a crucial piece of infrastructure for many businesses. The enterprise applications community on BrightTALK features the latest insights in enterprise application integration, enterprise application architecture and EAS software. Join the community to gain access to thousands of videos and webinars presented by recognized enterprise information systems experts and arm yourself with the knowledge you need to succeed.

Enterprise Applications

Join thousands of engaged IT professionals in the application management community on BrightTALK. Interact with your peers in relevant webinars and videos on the latest trends and best practices for application lifecycle management, application performance management and application development.

Application Management

The storage community on BrightTALK is made up of thousands of storage and IT professionals. Find relevant webinars and videos on storage architecture, cloud storage, storage virtualization and more presented by recognized thought leaders. Join the conversation by participating in live webinars and round table discussions.

Storage

Network infrastructure professionals understand that a reliable and secure infrastructure is crucial to enabling business execution. Join the network infrastructure community to interact with thousands of IT professionals. Browse hundreds of on-demand and live webinars and videos to learn about the latest trends in network computing, SDN, WAN optimization and more.

Network Infrastructure

As an IT professional, many of the problems you face are multifaceted, complex and don’t lend themselves to simple solutions. The information technology community features useful and free information technology resources. Join to browse thousands of videos and webinars on ITIL best practices, IT security strategy and more presented by leading CTOs, CIOs and other technology experts.

Building modern machine learning pipelines

Presented by

About this talk

Open Source Innovation in Government