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Getting Started with Machine Learning

You’ve heard the buzz about artificial intelligence and machine learning and now you want to bring their benefits to your organization. In the second webinar in our AI & ML series, we will dive into more depth on machine learning solutions and how they can help you. In this webinar, we’ll talk through using machine learning concepts such as:

● Anomaly Detection
● Association
● Classification
● Clustering
● Estimation
● Prediction
● Regression
● Re-inforcement learning
● And much more!

You’ll walk away with an understanding of how ML can help improve your decision making, forecast or predict KPIs, alert on deviation and uncover hidden trends or relationships.
Recorded Oct 3 2019 57 mins
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Presented by
Andrew Stein, Principal Product Manager
Presentation preview: Getting Started with Machine Learning

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    We will provide a methodology to help you align how you think about your organization’s security processes – the goal is to help you develop an investigative mindset that addresses a broad range of security and compliance concerns, in a pragmatic and targeted manner, specific to your own needs.
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    - Improving collaboration by creating a more holistic view of their data, building trust between IT and lines of business
    - Extracting additional value from legacy investments

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    ● Predict a service health score
    ● Proactively take action based on those predictions
    ● Employ novel tactics for better incident management using advanced search commands
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    Jae Lee Director, Product Marketing Splunk Inc.
    Security teams are underfunded, understaffed and overwhelmed by constantly putting out fires. They struggle to deal with threats and attacks, while having to answer hard questions from management. Everyone is demanding detailed, accurate answers about cyberthreats and risk and compliance – and they all need answers NOW.

    So, how useful is it to know that you’re not alone, since others are in the same boat? The answer is “not useful at all.” What IS useful, is knowing how to work smarter and get answers faster.

    Join us in this one-hour technical deep dive and demo to learn:
    - How to analyze events from three common data sources to look for malicious activity
    - How to get more efficient at discovery, triage and the investigation of potential security incidents
    - How to leverage automation methods to accelerate investigations and get answers faster
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    Jae Lee Director, Product Marketing Splunk Inc.
    For security teams, having the ability to investigate a security incident quickly and accurately is still the most fundamental skill needed to combat the majority of cyberthreats and attacks. The average organization is being attacked on a weekly basis, without the right processes and tools in place to pinpoint root cause without delay, and put the right countermeasures in place in time to minimize damage.

    Join us in this 1-hour webinar to learn:
    - Why investigating security and non-compliance incidents can be so difficult
    - Why machine data generated by your business is so important to security
    - How to get better at performing investigations -- regardless of the size or skill level of your security staff

    We will provide a methodology to help you align how you think about your organization’s security processes – the goal is to help you develop an investigative mindset that addresses a broad range of security and compliance concerns, in a pragmatic and targeted manner, specific to your own needs.
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    - Using data-driven approaches to improve insights, decisions and time to value, spending more time on innovation and critical initiatives
    - Improving collaboration by creating a more holistic view of their data, building trust between IT and lines of business
    - Extracting additional value from legacy investments

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    Security teams are underfunded, understaffed and overwhelmed by constantly putting out fires. They struggle to deal with threats and attacks, while having to answer hard questions from management. Everyone is demanding detailed, accurate answers about cyberthreats and risk and compliance – and they all need answers NOW.

    So, how useful is it to know that you’re not alone, since others are in the same boat? The answer is “not useful at all.” What IS useful, is knowing how to work smarter and get answers faster.

    Join us in this one-hour technical deep dive and demo to learn:
    - How to analyze events from three common data sources to look for malicious activity
    - How to get more efficient at discovery, triage and the investigation of potential security incidents
    - How to leverage automation methods to accelerate investigations and get answers faster

    This webinar will provide demo examples of how to ask questions of your machine data to get security insights. For example, we will explore whether login behavior looks suspicious the root cause of how an attacker entered your network. We’ll show how you can get to investigative findings quickly and make use of those answers just as quickly. This webinar aims to help security teams learn how to stay focused on solving security problems faster so they can get ahead of it all.
  • Investigate Security Incidents Like a Boss Recorded: Dec 3 2019 53 mins
    Jae Lee Director, Product Marketing Splunk Inc.
    For security teams, having the ability to investigate a security incident quickly and accurately is still the most fundamental skill needed to combat the majority of cyberthreats and attacks. The average organization is being attacked on a weekly basis, without the right processes and tools in place to pinpoint root cause without delay, and put the right countermeasures in place in time to minimize damage.

    Join us in this 1-hour webinar to learn:
    - Why investigating security and non-compliance incidents can be so difficult
    - Why machine data generated by your business is so important to security
    - How to get better at performing investigations -- regardless of the size or skill level of your security staff

    We will provide a methodology to help you align how you think about your organization’s security processes – the goal is to help you develop an investigative mindset that addresses a broad range of security and compliance concerns, in a pragmatic and targeted manner, specific to your own needs.
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    Any Mann, Chief Technology Advocate, Splunk Inc. and Pankaj Prasad, Sr. Principal Analyst, Gartner
    IT Ops teams are now critical to an organization’s success and require a strategy that aligns with the organization’s objectives and its external stakeholders. Most infrastructure monitoring solutions haven’t caught up to meet these new requirements, forcing IT teams to resort to traditional monitoring strategies that don’t allow for innovation and growth.

    Join Gartner analyst Pankaj Prasad and Splunk’s Chief Technology Advocate, Andi Mann, as we discuss new trends in IT monitoring strategy, best practices, and new IT models to implement in your organization.

    Here’s what you’ll learn:
    •How to effectively approach your IT monitoring strategy in this new world of IT
    •Build a successful IT infrastructure operating model to get to market faster, innovate, and respond in real-time
    •Best practices for integrating LOB owners, application developers and external stakeholders into your strategy
  • Predicting Failures Before They Happen With Machine Learning Recorded: Oct 9 2019 38 mins
    Nate Smalley, Principal Sales Engineer and Andrew Stein, Staff Business Analytics & IoT Practitioner
    Imagine a world without outages. Glorious, isn’t it? We’d like to help you get there. So how do you stop IT events before they escalate into outages? With a little help from machine learning.

    The predictive capabilities from the Splunk Machine Learning Toolkit (MLTK) combined with the Event Analytics capabilities in Splunk IT Service Intelligence (ITSI) give operations teams like yours the opportunity to proactively act on an event before it becomes an outage. Whether your current IT state is reactive or you’re already in a somewhat proactive state, these predictive capabilities will be something you’ll want to take note of!

    Join our webinar to learn how to:

    ● Predict a service health score
    ● Proactively take action based on those predictions
    ● Employ novel tactics for better incident management using advanced search commands
  • AIOps Meets NewOps: How to Leverage AI in New Age of IT Operations Recorded: Oct 8 2019 51 mins
    Rick Fitz SVP, IT Markets, Splunk Inc. and Padraig Byrne, Sr Director Analyst, Gartner
    AI and predictive analytics are shaping the rapid evolution of IT in financial institutions. IT teams have struggled to collaborate due to disparate tools, fragmented data and lingering legacy investments that just aren’t cutting it.

    Faced with these struggles and the pressure to keep up with digital transformation, IT orgs are shifting toward a new operating model that integrates development and operations cycles to better enable monitoring, collaboration and automation. The catalyst for all of this is AI and machine learning.

    With AIOps tools, teams are:

    ●Using data-driven approaches to improve insights, decisions and time to value, spending more time on innovation and critical initiatives
    ●Improving collaboration by creating a more holistic view of their data, building trust between IT and lines of business
    ●Extracting additional value from legacy investments
    Join Padraig Byrne from Gartner and Splunk SVP of IT Markets Rick Fitz as they discuss the challenges I&O leaders face today, how integrating AIOps can improve collaboration and resolution times and help financial institutions move to a New IT model.
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  • Live at: Oct 3 2019 9:00 am
  • Presented by: Andrew Stein, Principal Product Manager
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