Name: Machine learning for alerting and detection with Elastic on Microsoft Azure
Start: 2022-04-19T16:00:00Z
End: 2022-04-19T16:00:26.000Z
Location: BrightTALK
Rating: 0

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The worlds of search and AI are colliding at record pace.  The technologies are complimentary in many ways, including being able to Ground, Secure and bring recent data to an LLM for reasoning and more.  With companies racing to deliver new customer and employee experiences powered by Elastic and AI, We'll cover the how and why of conversational AI as well as cover use cases that are emerging because of these new capabilities.  We'll also cover the typical stages of maturity that teams and companies go through on their path to delivering a fast, scalable and relevant experience to market.

Search meets AI

Discover how Elastic Security leverages Generative AI to supercharge your security operations. From crafting custom integrations and detecting attacks amidst countless alerts to generating queries and streamlining response efforts, Elastic Security empowers you to tackle complex challenges with ease. Powered by the Search AI platform, Elastic transforms time-consuming tasks into seamless workflows.Join us for an in-depth session showcasing these powerful features in action and see how they're driving real-world impact for security teams every day.

Get Ahead of Attacks with AI-Driven Security Analytics

In an ever-evolving threat landscape, staying informed is critical for every security team. Join us for an exclusive webinar as we reveal key findings from the 2024 Elastic Global Threat Report. Based on nearly 1 billion unique telemetry data points, this report uncovers the latest trends and pressing threats in cybersecurity. 

What You’ll Learn:
Top Threats and Trends – Discover the major threats shaping today’s IT environment, including malware, endpoint vulnerabilities, and cloud security concerns.
Actionable Protection Strategies – Gain practical recommendations to help protect your organization against emerging threats.
Future Threat Landscape – Understand the trajectory of the threat landscape and prepare your team to proactively tackle future risks.

Don’t miss this opportunity to equip your team with critical insights and strategies. Register now to stay ahead of tomorrow’s security challenges.

2024 Global Threat Report: Today's Defense, Tomorrow's Confidence

The impact of cloud-native technologies has created challenges around managing the volume, complexity, and pace of change in applications for SREs and operations teams. The emergence of AIOps to help deal with this complexity is a real solution to these real challenges.

Take a tour through the world of AIOps for observability in this playbook! We’ll help you understand why AIOps is needed today and how it all works, from machine learning to generative AI (GAI), retrieval augmented generation (RAG) and AI assistants. Get an overview of the most common use cases for AIOps, examples of real results beyond the hype, and how to get buy-in from your organization. We'll then wrap things up with a look into the future of AIOps.

Walk away better prepared for a future of AI-powered observability with the latest insights on how emerging technologies will help.

Smarter Observability with AIOps, Generative AI, and Machine Learning: Insights from Elastic and Google Cloud

In this Part 2 of the Elastic Security Essentials webinar series, we’ll provide an in-depth exploration of the various detection techniques and methodologies with Elastic Security that will allow you to maximize the effectiveness of SIEM in your security operations.

You’ll learn:
Detections with SIEM rules: Understand different types of detections and how to apply them.
Rule configurations: Understand security rule configurations with MITRE ATT&CK® mappings.
Threat Intelligence & detection: Strengthen your organization's threat intelligence capabilities and enhance threat detection accuracy with built-in indicator detections.
Anomaly detection with Elastic Machine Learning: Gain enterprise-wide visibility leveraging Machine Learning to surface potential “unknown threats”.
Incident response and automation: Enhance your organization's incident response capabilities and minimize the time to detect and respond to security threats.

Deep dive into Elastic Security’s diverse detection capabilities

AI-driven security analytics is reshaping the way security teams operate, enabling them to achieve faster insights, enhanced automation, and improved focus on strategic initiatives. Join Elastic Security specialist Haran Kumar in this webinar to explore how Elastic Security’s generative AI capabilities are empowering security teams with intelligent automation across key SecOps tasks.

In this session, you’ll discover how Elastic securely integrates large language models (LLMs) to streamline data onboarding, alert investigation, incident response, query generation, query conversion, and more. Optimize your workflows and unlock new use cases with AI for SecOps.

Key Highlights:
Automate threat detection and response with generative AI – streamlining alert investigation and incident response through automation.
Leverage Elastic AI Assistant for detection engineering – generate or convert complex security queries with natural language.
Onboard data faster with AI – Accelerate data onboarding to prepare SOC data for actionable insights.
Distill a flood of alerts to those that matter with the Attack Discovery feature.

SecOps made smarter: SOC use cases with Elastic AI Assistant

Unlock the potential of production-ready AI with Elastic and Google Cloud. Join us for an insightful webinar where experts from Elastic and Google Cloud will guide you through how these two powerful platforms combine to deliver faster insights, robust security, and AI-driven innovation.
What You’ll Learn:
• How to implement production-ready AI using Elastic and Google Cloud.
• The benefits of Elastic’s advanced search, observability, and security capabilities on Google Cloud.
• Seamless integration of Elastic and Google Cloud technologies for optimal performance.
• Practical strategies to accelerate your cloud and AI initiatives.

Mastering Production-Ready AI with Elastic & Google Cloud

Learn how AIOps and GAI offer a solution for monitoring and analyzing the avalanche of observability data generated by today's modern applications. We'll show you how AIOps, GAI can help you deliver more resilient applications when used with observability platforms.

Start with the basics on how AIOps works, review key use cases in observability, and learn how GAI and AI assistants will enhance AIOps moving forward. We’ll also dive into how you can integrate your proprietary, internal data with public LLMs for more effective guidance when diagnosing issues. This session will conclude with demos of how AIOps and GAI will help improve the operational resilience of your applications and the performance of your teams.

Highlights
The need for AIOps in observability
Architecture and capabilities of an AIOps solution
The impact of GAI on AIOps
RAG and using private data with LLMs
Key AIOps use cases
Demo - AIOps for observability
Demo - Elastic AI Assistant

The impact of AIOps and GAI on modern observability

As enterprises expand their technology infrastructure, prioritizing and integrating modern observability design can enable them to manage increasingly complex and distributed systems while maintaining stability and resiliency. But how can you quantify the business benefits, costs, and risks associated with this investment?

In this webinar, we'll dig into this question with guest speakers from Forrester and WePay (a JPMorgan Chase company). You'll take away best practices to share with your team, including some tools and assets to substantiate your observability investments.

Highlights
The state of observability today
What leading organizations are looking for in their observability investments
How AI-powered observability can drive quantified business value

Quantifying the business benefits of AI-powered observability

Government and education leaders around the globe are thinking through how they can use generative AI to benefit the greater good, from student learning to national defense to citizen services.

As public sector leaders consider potential benefits, they are also faced with the very real impacts that generative AI may have on employees, data privacy, as well as ethics and compliance.

Join us for a fireside chat with IDC government analyst Adelaide O'Brien and Elastic distinguished architect Dave Erickson as they discuss trends, challenges, and the emerging landscape of generative AI in the public sector.

A few of the topics we'll cover:

Early generative AI use cases that are emerging in government and education
Ethical and privacy-first generative AI considerations
Actionable next steps for organizations looking to implement generative AI
Where we see the industry heading in the near future
Sign up now so you can watch the on-demand recording.

The future of generative AI in the public sector

Our second annual threat report provides valuable insights on how threat actors have changed the threat landscape in the last year. Informed by Elastic Security Labs investigations and expert threat intelligence, the 2023 Elastic Global Threat Report will help guide security teams on malware, endpoint, cloud security, and more. To dive a bit deeper on these complicated topics, this webinar from Elastic Security Labs will:

Explore the key findings and current trends identified from months of investigation
Provide practical recommendations on ways to protect your organization
Highlight the results of the 2023 Elastic Global Threat Report directly with our research experts
Join us for an in-depth look at the 2023 Elastic Global Threat Report from Elastic Security Labs!

Prepare for tomorrow: insights from the 2023 Elastic Global Threat Report

Many government and higher ed organizations are focusing on log management to reduce risk, accelerate remediation, and comply with regulations.

But logging can come with challenges, such as difficulties ingesting data, slow access to historical data, and tool sprawl.

Join us in this webinar, where we’ll dig deep into logging for public sector – including solutions to some of the most pressing challenges.

You’ll learn:
Why logging matters for operational resilience, incident response, and cyber threat detection
How to overcome 5 of the most common logging obstacles
How to expand from logging to end-to-end observability

5 ways to maximize your mission-critical logging data

Are you one of the 44% of organizations looking to replace or augment their SIEM strategy? By defining the goals for your new SIEM upfront, you’ll be able to more readily quantify the success of your new program and see immediate benefits.
In this webinar, hear from our global subject matter experts who will share best practices for SIEM migration, including:
Defining priority use cases, workflow integrations, operational metrics, and more to deliver incremental value
Mapping your established use cases to the availability and collection of data sources
Scoping content creation and use case development on your new SIEM (including how to build natively rather than lift and shift from a legacy platform)
Establishing benchmarks and acceptance criteria
And much more…

SIEM migration, simplified

Security operations are more vital — and visible — than ever, but challenges abound for the SOC: fast-changing environments, disjointed security tools, a deluge of data, an analyst shortage, and more. Overcoming these obstacles requires a modern SIEM solution that harnesses the power of AI, analytics, and automation.

Modernize SecOps: Harness AI with Elastic Security

Discover the new ES|QL (Elasticsearch Query Language), which transforms, enriches, and simplifies data investigations. Powered by a new query engine, ES|QL delivers advanced search capabilities with concurrent processing, improving speed and efficiency irrespective of data source and structure. Quickly resolve issues by creating aggregations and visualizations all from a single screen for an iterative and smooth workflow.

Agenda:

● Overview into Elastic ES|QL newest capabilities
● Live Walkthrough: Leverage ES|QL in Real-Time
● Interactive Q&A

Register now and learn how ES|QL can be leveraged to help solve issues through aggregations and visualizations.

Elevate Your Data Search and Analytics with ES|QL

This webinar walks through why and how leveraging Elasticsearch on Azure can improve retail customer experiences. See how technology and tools can help generate search experiences pre-configured to your datasets that can be configured and extended to the needs of your business. Harness all the valuable data in one centralized location where you can build rich visualizations or dashboards, or run simple queries to answer questions you may have regarding user behavior.

Leveraging Elasticsearch on Azure to Improve Retail Customer Experiences

Digital transformation is a hot topic for leading financial services enterprises as they work to meet customer needs and expectations in an evolving world. Learn from experts at Microsoft and Elastic about how financial institutions can leverage technology to do more with data to meet new demands.
 
Discussion topics include:
- Common financial services themes, trends, and use cases
- The burden and benefit of massive amounts of data
- Fraud and security requirements
- Tools and technology that can help

Digital Transformation in Financial Services: A chat with Microsoft & Elastic

This webinar takes a technical deep dive into how to use machine learning and Kibana visualizations for observability and security with Elastic on Azure.

Machine learning for alerting and detection with Elastic on Microsoft Azure

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Machine learning for alerting and detection with Elastic on Microsoft Azure

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