Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides

Splunk [AI/ML, Splunk Machine Learning Toolkit] 2019 .conf Videos w/ Slides episodes:

• 12.23.2019

  The New Experiment Experience in the Splunk Machine Learning Toolkit [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Hey mad scientist, why so angry? Learn how Splunk is rethinking experiments in the Machine Learning Toolkit (MLTK) to make your life easier. Find out how we're changing the experiment workflow to reflect real-world usage of the MLTK, and make...

  
• 12.23.2019

  The SOC of the Future [Splunk Enterprise, Splunk Enterprise Security, Splunk User Behavior Analytics]

  This presentation will discuss how Security Operation Centers (SOCs) will need to change to meet the cybersecurity challenges of the 2020s. The speaker will draw on his experience as a founder of the first SOC-as-a-Service company that delivers managed security...

  
• 12.23.2019

  The Two Most Common Machine Learning Solutions Everyone Needs to Know [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Tired of relying on static threshold-based alerts that don’t seem to provide much value? Do you typically end up finding outliers in your data by staring at lines on your dashboards? We are told machine learning is going make alerts...

  
• 12.23.2019

  Use Deception, Automated Response and Threat Emulation to Make Your Defense Proactive [Splunk Enterprise Security, Splunk Machine Learning Toolkit, Phantom, AI/ML]

  Deception, automation, and real-time data exploitation help security organizations go on offense vs attackers. In this session we will discuss how to use a variety of deception techniques to gather threat intelligence, how to create an automated response, and how...

  
• 12.23.2019

  User Experience Modeling with the Splunk Machine Learning Toolkit [Splunk Machine Learning Toolkit, AI/ML]

  Paychex’s goal of providing the best user experience for our clients has led to a significant investment in performance testing and monitoring of our applications. Currently all Paychex applications record the execution time for every task and subtask to logs....

  
• 12.23.2019

  Use Splunk SIEMulator to Generate Data for Automated Detection, Investigation, and Response [Splunk Enterprise Security, Splunk User Behavior Analytics, Phantom]

  Obtaining data to develop defenses against threats is a constant challenge for security analysts. To that end, Splunk's Security Research team developed the Splunk SIEMulator, a framework modeled after Chris Long's DetectionLab that allows a defender to replay attack scenarios...

  
• 12.23.2019

  Using Machine Learning to Detect Traffic Anomalies [Splunk Machine Learning Toolkit, AI/ML]

  Finding anomalies in network data is no easy task, especially when you have terabytes of logs per day to analyze. But have no fear, we’re going to teach you how. In this session we will perform a technical deep dive...

  
• 12.23.2019

  What's New in Splunk for Security [Splunk Enterprise Security, Splunk User Behavior Analytics, Phantom]

  Our security research, engineering and product teams have been hard at work building new capabilities to bolster your Splunk security stack. Find out what they’ve been up to since .conf18, and watch a demonstration of the latest innovations in Splunk...

  
• 12.23.2019

  You Only Learn Once (YOLO) [Splunk Enterprise, Splunk Machine Learning Toolkit]

  Want to use your custom model with the data already in Splunk? Want to contribute to an open library for Machine Learning Toolkit (MLTK) algorithms? Want to use your favorite Machine Learning library? This session will help you to create...

  
• 12.23.2019

  Introduction to monitoring business operations with Acceleris’ party dashboard [Splunk Enterprise, Splunk IT Service Intelligence, Splunk Machine Learning Toolkit]

  Why should running a business feel any different than throwing a party? To demonstrate how Splunk can be used to monitor and manage business operations, the DATA Mavericks team at Acceleris has iteratively perfected its Party Dashboard. It started out...

  
• 12.23.2019

  Is it Normal or Suspicious? Detecting Anomalies via Market Basket Analysis [Splunk User Behavior Analytics]

  Detecting abnormal behavior is an important objective in security monitoring, but is extremely challenging as we mostly are expected to detect "unknown unknowns." We can, however, use an entity's past behavior to measure how much of what we observe today...

  
• 12.23.2019

  Just a normal day in the office – Data driven business process improvements for a global supply chain company. [Splunk Cloud, Splunk IT Service Intelligence, Splunk Machine Learning Toolkit]

  “Our IT-powered business processes are too slow.” Does this sound familiar? If so, that is usually the perfect starting point to dig in and start improving them. Unfortunately, specific data that could help with that effort are not available –...

  
• 12.23.2019

  Large Scale Threat Hunting in Splunk [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit]

  Threat hunting is hard, and threat hunting in an enterprise network with thousands of endpoints is even harder. We will demonstrate how we leveraged Splunk Enterprise to build an Advanced Threat Hunting platform designed for large scale threat hunting of...

  
• 12.23.2019

  Lessons Learned From Building a Threat Detection Program [Splunk Enterprise, Splunk Enterprise Security, AI/ML]

  We will share experiences and best practices for implementing notable events, the various Splunk Enterprise Security frameworks, and adaptive response actions, and we'll share our approach for building a program to consistently develop, measure, and iterate on correlation searches. We...

  
• 12.23.2019

  Lessons Learned from Deploying Splunk UBA [Splunk User Behavior Analytics, AI/ML]

  Splunk User Behavioral Analytics (UBA) is a machine learning driven solution that helps organizations find hidden threats and anomalous behavior across users, devices, and applications. In this session we'll answer questions that came up during our large-scale deployment such as,...

  
• 12.23.2019

  Los Angeles World Airports - Streamlining event management with IT Service Intelligence (ITSI) [Splunk Enterprise, Splunk IT Service Intelligence, Splunk Machine Learning Toolkit]

  Los Angeles World Airport has chosen Splunk's ITSI as their centralized event/alert management platform. We’ve consolidated alerts/events from multiple management platforms across the enterprise, reducing help desk churn by grouping similar events, and evaluating the results against smart Key Performance...

  
• 12.23.2019

  Machine Learning & Splunk 2019: The Splunk Machine Learning Toolkit in Action [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Anomaly Detection, Predictive Analytics, and Clustering — oh my! Splunk customers want answers from their data, and machine learning is here to help. This session will help demystify the machine learning process, show how common machine learning themes are used...

  
• 12.23.2019

  Maintaining a state of good repair with predictive analytics [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Take a deep dive in this enablement focused presentation where we cover the background, data and how to implement 3 Splunk solutions entirely captured in this sessions' companion app that shows how to use Splunk for maintaining a state of...

  
• 12.23.2019

  Marcus by Goldman Sachs: Monitoring an Online Banking Startup with Splunk [Splunk Enterprise, AI/ML]

  Marcus by Goldman Sachs is an online, consumer lending and savings platform, often referred to as a startup within the 150-year-old company. The Marcus platform was designed and built from the ground up using the latest technologies and following agile...

  
• 12.23.2019

  Maximizing permissioned blockchain throughput using Samsung SDS Accelerator and Splunk MLTK [Splunk Enterprise, AI/ML]

  Blockchain scalability is one of the main barriers to adoption of this revolutionary new technology. Finance, supply chain, and e-commerce blockchain deployments often have peak throughputs that far exceed their baseline. For example, when tickets for a popular concert go...

  
• 12.23.2019

  Measure What Matters to Streamline Security Operations with Splunk [Splunk Cloud, Splunk Machine Learning Toolkit]

  To tame an event queue that's ballooning out of control, you need to know first which rules and data sources are generating a disproportionate number of alerts, and second the security value you're getting from those rules and data sources....

  
• 12.23.2019

  Mission Control: A Day in the Life of a Security Analyst [Splunk Enterprise Security, Splunk User Behavior Analytics, Phantom]

  Join us to see the latest developments with Splunk’s Security Operations Suite. We’ll share background on the underlying architecture as well as a showcase of new features. Learn how your security use cases are solved with scale and performance. Speaker(s) Rob...

  
• 12.23.2019

  Predict Real World Outage using Splunk MLTK [Splunk Machine Learning Toolkit]

  Do you want to predict an outage before it happens? Are you wondering how to pursue the incremental journey to Artificial Intelligence Operations (AIOps)? This case study will reveal a real-world use case from T-Mobile USA and show you how...

  
• 12.23.2019

  Saving the Nation’s Food Supply with Data-Driven Analytics [Splunk Enterprise, Splunk Enterprise Security, Splunk User Behavior Analytics]

  Copper River ES, a strategic partner for Splunk public sector, is working with a large federal agency that has restructured their NOC and SOC organizations into a single unified entity as part of operational optimization.  The agency is responsible for...

  
• 12.23.2019

  Securing a Global Investment Fund Using Splunk Cloud and Splunk Enterprise Security [Splunk Cloud, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

  Join this session to learn the do’s and dont’s of rolling an effective cloud security visibility platform for a global organization. We will cover topics such as why we moved away from our previous SIEM provider, deploying and managing a...

  
• 12.23.2019

  Show and Tell: Prescriptive Use Cases for Azure and Office 365 [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit]

  Let's face it, sometimes you don't know what you don't know. With vast amounts of cloud data coming in at cloud-speed, it can be difficult to see through the noise and know what to look for. Are malicious adversaries attempting...

  
• 12.23.2019

  Splunk for NewOps – Using Data-Driven IT Operations to Better Manage IT Systems at Scale [Splunk IT Service Intelligence, Splunk Machine Learning Toolkit, VictorOps]

  Splunk is increasingly at the forefront of new approaches to IT Operations, especially in disruptive ‘cloud-native’ businesses. This session will help you understand how ‘New Ops’ techniques like Observability, Site Reliability Engineering, SLOs/SLIs, Error Budgets, ChatOps, and Blameless Post-Mortems can...

  
• 12.23.2019

  Splunking Crime Part II - Analysing Bias in Police Actions [Splunk Enterprise, Splunk Machine Learning Toolkit]

  Last year at .conf18 we used Splunk and Machine Learning Toolkit (MLTK) to analyze and predict the crime in London. This year we are taking a step forward and analyzing the bias in the police actions in the U.K. We...

  
• 12.23.2019

  Splunk Machine learning and self healing at Priceline [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Do you want to rely on manual intervention to fix your application if something goes wrong? In this deep-dive session you will learn how Priceline uses machine learning to find outliers and anomalies in various data sets, including but not...

  
• 12.23.2019

  Splunk Security Essentials 3.0: Driving the Content that Drives You [Splunk Enterprise, Splunk Enterprise Security, Splunk User Behavior Analytics]

  Whether you have just SSE or all of Splunk's Premium Products, you can benefit from the ton of Security Content that Splunk produces. We'll start this session by setting a quick baseline on all of the fantastic detections that Security...

  
• 12.23.2019

  Step Up Your Defenses with End-To-End Detection, Investigation, and Response [Splunk Enterprise Security, Splunk User Behavior Analytics, Phantom]

  Maturing and scaling your security operations rests on your ability to process and analyze huge volumes of often unrelated data in real time. But today's tools notoriously overwhelm SOC analysts with the sheer number of alerts and high percent of...

  
• 12.23.2019

  Tame the Beast of IT Complexity: AI, ML, & Automation Are the Answer [Splunk Enterprise, Splunk IT Service Intelligence, Splunk Machine Learning Toolkit]

  Are you drowning in a sea of data that expands daily? Overwhelmed by 1000s of events and alarms? Tasked with tracking a dynamic, ever-morphing infrastructure? Expected to resolve requests, incidents, and performance issues in seconds, not days… without adding any...

  
• 12.23.2019

  Teaching Splunk to Hear: Audio Spectrum Analysis in Splunk for Event Classification and Anomaly Detection [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  If we hear a nearby gunshot, we instinctively react. A mechanic often knows their machine's sound so well that they can diagnose issues by sound alone. While machines can be given analytical capabilities with machine learning (ML), sensing human inputs...

  
• 12.23.2019

  The Duck Test: Leverage Machine Learning to Remediate Fraud in Huge Datasets [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Aflac measures risk to provide financial protection to more than 50 million people worldwide. Join this session to learn how Aflac mitigates fraud by using Splunk's Machine Learning Toolkit (MLTK) to find outliers and cluster events. Using Splunk and the...

  
• 12.23.2019

  Build Apps Fast with SDC Developer Tools [AI/ML, Splunk Developer Cloud]

  Learn how to build powerful apps with the Splunk Developer Cloud.  Speaker(s) Tedd Hellmann, Sr. Product Manager, Splunk Eric Cheng, Senior Software Engineer, Splunk Slides PDF link - https://conf.splunk.com/files/2019/slides/DEV1476.pdf?podcast=1577146257

  
• 12.23.2019

  Building a Security Monitoring Strategy 2.0 [Splunk Enterprise Security, Splunk Machine Learning Toolkit, Phantom]

  So you have a SIEM with security data, e.g. firewalls, proxy, endpoint data, etc. Now what? How do you effectively operationalize your investment? This session provides recipes, principles, patterns, and strategies for using Splunk and data-driven analytics to move your...

  
• 12.23.2019

  Building the “smartest factory on planet earth” – Accenture partnering with leading crystal maker innovating with Splunk for Industrial IoT [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML,

  Production of crystal and gemstones requires high-class, top-quality output and unmatched quality and accuracy in the E2E production line. Based on in-depth experience, our joint client is one of the leading providers of production line machinery, serving its own business...

  
• 12.23.2019

  Catch exfiltration from cloud file stores early! [Splunk Enterprise, Splunk Enterprise Security, Splunk User Behavior Analytics]

  In this session, we tackle data breaches and information exfiltration from cloud file stores. Beyond the attacks that make headlines and result in millions of stolen personal records, we will also focus on the far less publicized risks related to...

  
• 12.23.2019

  Cover Your Assets: Protect Your Knowledge Objects from Yourself (and Others) - A Paychex story [Splunk Enterprise, Splunk IT Service Intelligence, Splunk Machine Learning Toolkit]

  "Did we just lose ALL our knowledge objects? Do you know how much time and energy that was?" After a destructive resync, Paychex lost two months of its knowledge object creations/modifications. We learned to be prepared if it were to...

  
• 12.23.2019

  Deep Dive: How to use Splunk to protect the environment [Splunk Enterprise, Splunk IT Service Intelligence, Splunk Machine Learning Toolkit, AI/ML]

  Can Splunk help eliminate environmental risks and save the company money at the same time? The Alabama Department of Environmental Management (ADEM) sets standards defining the amount of Volatile Organic Compounds (VOCs) that can be safely released. Honda Manufacturing of...

  
• 12.23.2019

  Defense Against the Dark Arts: Splunk Edition [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

  Malware infection, lateral movement, data exfiltration, oh my! If you’ve spent any time around the wizarding world of security, you know how much effort goes into preventing dark magic from happening. What if you could use machine learning to stay...

  
• 12.23.2019

  Detect and Mitigate Insider Threats Using Splunk's Machine Learning Toolkit and Splunk Enterprise Security [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

  When is a 20MB email to an external Gmail account dangerous? It all depends on context. Understanding what normal behavior is will reveal whether specific behavior is malicious or ordinary. We’ll walk you through how using Splunk’s Machine Learning Toolkit...

  
• 12.23.2019

  Drive effective Splunk enablement and adoption & build user cohorts using internal logs and machine learning [Splunk Enterprise, Splunk Cloud, Splunk Machine Learning Toolkit, AI/ML]

  Wouldn’t it be a great if we had Splunk’s version of Moneyball; an application where everyone comes out ahead by leveraging data to drive effective Splunk enablement and adoption? Splunk’s internal logs have a wealth of information about how Splunk...

  
• 12.23.2019

  Enhanced Anomaly Detection: Join T-Mobile and Splunk as we Deep Dive an Enterprise-IT Operational Use Case [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  Is confidence in your ability to disassociate real alerts from noise at an all-time low? Are alerts becoming ineffective because they’re excessive? Many organizations across many industries wrestle with these questions daily. Even so, the prevalence of alert noise persists....

  
• 12.23.2019

  Enterprise Security for an Internet Service Provider: How Splunk Enterprise Security Changed the Way We Work and Changed the Organization [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine

  20+ million subscribers, 290PB network traffic daily, and tens of millions of IoT, IPTV and ICT devices—a bigger network means more attacks from all over the world. Learn how SK Broadband, the biggest telco/ISP provider in South Korea, leverages Splunk...

  
• 12.23.2019

  Exploratory Data Analysis on Aviation Safety Data [Splunk Enterprise, Splunk Cloud, Splunk Machine Learning Toolkit, AI/ML]

  It’s a bird, it’s a plane. Yes, it’s a plane! Let’s go for a flight into the skies of aviation data and the concepts and tools that make aviation data analytics easy. I’ve been capturing this open data for nearly...

  
• 12.23.2019

  Forecasting Disk Usage with Machine Learning – So easy, even a cave-person can do it! [Splunk Enterprise, Splunk Machine Learning Toolkit, AI/ML]

  This presentation will walk users through how to use the machine learning toolkit to accurately forecast disk usage across their entire environment, giving them the exact day, month, and year when a server will run out of disk space. No...

  
• 12.23.2019

  Health Insights in One-click with New Splunk Monitoring Tools [Splunk Enterprise, Splunk Machine Learning Toolkit]

  Wouldn’t it be great if you can just be proactively told when your Splunk deployment needs your attention? Wouldn’t it be simply awesome to go to one place and know exactly what the problem is and how to resolve it?...

  
• 12.23.2019

  Integrating the Analyst, the Logic, and the Machine [Splunk Enterprise Security, Splunk Machine Learning Toolkit, AI/ML]

  Are your analysts spending too much time clearing through notable events? Ours were too, but today our analysts are living the dream: they have all the details they want right there on the Incident Review screen, all while our alerts...

  
• 12.23.2019

  40 Ways to Use Splunk in Financial Services [Splunk Enterprise, Splunk Enterprise Security, Splunk Machine Learning Toolkit]

  In this session we will show you how Splunk customers around the world are using Splunk in creative ways to solve a range of challenges, from Trading Strategies to Market Abuse, and from Customer On-boarding to Customer Churn. There are...