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From Data Discovery to Data Insight: How to Leverage AI & Machine Learning

ML-based data discovery is a critical foundation for all organizations to manage, protect, and analyze their data.

In this upcoming webinar, BigID will explore best practices and challenges for data management programs - and how ML-driven data discovery can help clean up and identify duplicate data, highlight vulnerable data, and help govern the flow of data in your organization.

The webinar will explore:
- Traditional challenges with data management programs (and how to avoid them): from cataloging to analysis
- How to optimize your existing data program with Artificial Intelligence and Machine Learning techniques
- Tips on how to leverage a single authoritative source for decision making
Recorded Jul 17 2020 58 mins
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Presented by
Nimrod Vax, CPO, BigID. Peggy Tsai, VP of Data Solutions, BigID. Mike Meriton, Co-Founder & COO, EDM Council
Presentation preview: From Data Discovery to Data Insight: How to Leverage AI & Machine Learning

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  • Automatisation de l'analyse des données sécurisées avec Privitar et BigID Oct 1 2020 8:00 am UTC 45 mins
    Sebastien Cognet, Privitar and Jean-Michel Kaçmann, BigID
    L'avènement de l'ère de la confidentialité des données amplifie les contraintes liées à la conformité et à la réglementation. Ce phénomène empêche à de nombreuses organisations de mettre en œuvre des stratégies de croissance et d'innovation fondées sur les données. La pression concurrentielle étant de plus en plus forte, pour mieux comprendre les attentes des clients et y répondre, il est nécessaire de s'appuyer sur les données des entreprises ainsi que celles des sources externes.

    Les réglementations relatives à la gouvernance et au respect de la vie privée ainsi que le risque inhérent aux données sensibles entraînent des pratiques de gestion des données lourdes qui bloquent les projets.

    L'automatisation des stratégies de réduction des risques liés à la protection des données peut permettre aux entreprises de tirer avantage de la flexibilité technique et financière des offres de services « cloud » comme Amazon Web Services (AWS), Google (GCP) ou Microsoft Azure pour accélérer l’innovation par les données.

    Rejoignez nous pour découvrir comment BigID et Privitar s'associent pour:

    - Rationaliser la découverte des données afin d'identifier toutes celles qui doivent être protégées
    - Appliquer à ces données à caractère personnelle un large éventail de règles pour assurer leur protection afin de minimiser les risques
    - Fournir aux applications d'analyse, des données dans le « Cloud » riches, sûres et pleinement exploitables.

    Grâce à ces nouvelles possibilités, les entreprises seront en mesure de d'accélérer leur initiative data-driven dans une économie toujours plus digitaler.
  • Applying New ML Techniques to Uncover Duplicate & Derivative Data Recorded: Sep 15 2020 61 mins
    Roger Hale, CSO, BigID, Brandon Dunlap, Moderator
    With data growing exponentially, data sources spread across many areas, including data and multiple clouds. This leads to difficulty in proactively reducing risk and protecting critical and sensitive data. One of the largest sources of risk comes from duplicate and redundant sensitive data migrating across multiple data sources and stores. Blindspots into your derivative data can create unnecessary data exposure risks; stall cloud migration initiatives, data minimization initiatives, and M&A processes; and present an additional layer of compliance challenges across the board. Join BigID and (ISC)2 on September 15, 2020 at 1:00 p.m. BST for a discussion about these risks and how to discover, identify, and minimize duplicate and similar data. Areas covered will include:

    · How to identify and tag duplicate, similar, and redundant data
    · Map Data migration and identify original data sources
    · Best practices for minimizing critical data across data sources and removing duplicate data
    · How to apply next-gen ML techniques to reduce risk and increase confidence in your data
    · Build a data driven risk profile of your data sources
  • Coping with Turbulence: Managing Cross-Border Data Transfers Recorded: Sep 8 2020 58 mins
    Heather Federman, VP of Privacy & Policy, BigID. Tomer Elias, Director of Product Management, BigID
    There's now more pressure than ever for managing data flows across jurisdictions, governing third party data sharing and enforcing data residency requirements. With what are likely to be tectonic changes ahead for bulk data transfers, what can enterprises do better prepare themselves for the new environment?

    In this webinar, we will explore how the regulatory environment has shifted, and key steps enterprises can take to understand, monitor and audit how data flows between data jurisdictions.

    Join us to learn more about:
    -What are the key changes in rules governing cross-border data transfers
    -How to build a sustainable, automated approach to mapping data flows
    -How to incorporate a data residency dimension into data flows
    -How to assign data residency to individuals' data
    -How to evaluate data flows at scale against policies & contractual requirements
    -How a data-driven approach allows for greater responsiveness as regulations change
  • Data Discovery & DLP Programs for Risk Reduction and Improved Efficiencies Recorded: Sep 3 2020 61 mins
    Roger Hale, CSO, BigID. Paul Starrett, CEO, Starrett Consulting. David Sockol, CEO, Emagined Security
    Data Protection is a must for every organization: but where do you start to build an effective and sustainable data protection program?

    This live webinar will explore how organizations can increase the operational efficiency and protection across an organization's digital footprint by integrating next-gen data discovery techniques with Data Loss Prevention (DLP) solutions.

    Join security experts from BigID, Starrett Consulting, and Emagined Security in a lively discussion on how data discovery programs enrich various DLP solutions - and extend organizations’ security posture.

    In this webinar, we’ll explore:
    - Risk reduction techniques: from data mapping to data minimization
    - How to leverage a common policy enforcement approach
    - Why organizations should focus on Policy Management to address the most critical data first
    - How to manage oversight around other cybersecurity and data-protection teams to integrate data-discovery and DLP
    - How to Provide Steering Committee Guidance and Oversight to setting the proper course for holistic success

    *BigID has partnered with Starrett Consulting and Emagined Security to bring you this webinar. Your registration information will be shared with both companies. Please go to Starrett Consulting's and Emagined Security's Privacy Policy for more details
  • Fueling digital transformation with data discovery Recorded: Aug 31 2020 60 mins
    Peggy Tsai, VP of Data Solutions, BigID. Cara Dailey, CDO at Silicon Valley Bank
    Data is at the heart of data management, governance, and enablement initiatives - but ultimately their success is dependent on the data itself. To ensure complete data management coverage and quality, Chief Data Officers must employ next-generation data discovery technologies to build out a data foundation for the enterprise - and improve the quality for all data domains.

    Learn how BigID’s ML-based data discovery transforms data quality, analytics, and privacy initiatives - adding context, enhancing integrity, and enabling CDOs to achieve faster time-to-value. Join us to hear more about how a data discovery-first data governance program at Silicon Valley Bank can scale their data management programs and improve their customer data quality.
  • Finding Common Ground: Strategies for Data Privacy and Governance Collaboration Recorded: Aug 26 2020 64 mins
    Heather Federman, VP of Privacy & Policy, BigID. Chris Stephens, VP of Data Technology, American Eagle Outfitters
    Growing complexity in the regulatory environment is certainly keeping the privacy office busy. But for those within the enterprise who hold the responsibility of managing and governing data, protecting privacy, and ensuring compliance can complicate or even potentially disrupt their data strategies. These two perspectives — the chief privacy officer and chief data officer — have different skill sets, expertise and perspectives, but ultimately need to establish common ground.

    Join us for a conversation with American Eagle Outfitters Chief Data Officer Chris Stephens and BigID Vice President of Privacy and Policy Heather Federman on what approaches can be effective at establishing that common ground, facilitating collaboration and aligning a company’s data governance protocols with its data protection policies.

    Join the discussion to learn more about:

    ● The different perspectives a CDO and CPO bring to an organization and how their paths can cross.

    ● How current and future regulatory- and data-related privacy trends are establishing the need for more effective collaboration.

    ● What are the hurdles and opportunities for improved collaboration.

    ● How aligning privacy principles with data management strategies can strengthen and inspire trust between the organization and its clients.
  • The Innovation Community Podcast: Peggy Tsai - Data Governance Thought Leader Recorded: Aug 19 2020 40 mins
    Peggy Tsai, VP of Data Solutions
    Peggy Tsai is a financial data strategy executive and has some fantastic insights into accelerating data governance, AI and machine learning programs.
  • Schrems II & Cross-Border Data Transfers - Now What? Recorded: Aug 12 2020 63 mins
    Heather Federman, BigID. Julian Flamant, Hogan Lovells. Ben Shorten, Accenture. Cobun Zweifel-Keegan, BBB National Programs
    The Court of Justice of the European Union (CJEU) has just invalidated the EU-US Privacy Shield pact in the “Schrems II” judgement. Over 5,000 companies who leverage the Privacy Shield as a legal mechanism when transferring personal data from the European Union to the United States are now left wondering what to do next.

    This essentially affects all businesses of any size, in any sector that processes EU data. This affects the way that personal data is collected, moved and shared across countries and borders, with potential ramifications across industries from social media to retail to the financial sector and everything in between.

    Tune in to this webinar to hear from Hogan Lovells' Julian Flamant, Accenture's Ben Shorten, BBB National Program's Cobun Zweifel-Keegan & BigID’s Heather Federman to hear about top considerations for privacy professionals as they brace themselves from the fallout of Schrems II and what the future holds for cross border data transfers.

    Agenda Topics:

    1.(Background) What happened // explanation of court case history

    2.(Legal) What can companies do in lieu of Privacy Shield - BCRs / SCCs

    3.(Technical) What can companies do to make sure they are in compliance with the legal mechanisms they leverage - monitor/validate data residencies and track x-border data flows

    4.(Future) What are the long-term implications - trade relations between EU/US and UK/US, how this will impact other non-EU countries besides the US?

    *BigID has partnered with Accenture, BBB National Programs, and Hogan Lovells to bring you this webinar. Your registration information will be shared with all three companies. Please go to Accenture's, BBB National Programs', and Hogan Lovell's Privacy Policy for more details
  • Justifying Your Cybersecurity Budget Even In Uncertain Times Recorded: Aug 10 2020 53 mins
    Roger Hale, CSO, BigID
    As a CISO, how do you make a compelling case and ask for budget, despite likely falls in overall revenue? Join Roger Hale, CSO at BigID, as he discusses best practices in justifying your security budget even in uncertain times like what we are all experiencing today.
  • Content Services and PI Discovery for Privacy-Aware Information Governance Recorded: Aug 6 2020 40 mins
    Jarein Vlasveld, ASG Technologies; Tom DiRusso, ASG Technologies & Will Murphy, BigID
    Wondering how to implement the right policies for your documents and unstructured content in response to GDPR and CCPA?

    Concerned about tracking down personal information for data access and deletion rights under these privacy regulations? How can automated insights into your content help you take the rights steps to protect and take action on regulated data?

    The current wave of consumer privacy regulations and the explosive growth of records are challenging organizations to rethink how they find, classify and manage personal information - especially with customer information residing in unstructured format on network drives, SharePoint and Office 365.

    Many organizations have had initial success with structured data, but struggle when it comes to addressing privacy regulations for their vast stores of enterprise documents and records.

    Join industry experts Tom DiRusso, Strategic Specialist, ASG Technologies; Jarein Vlasveld, Engagement Manager, ASG Technologies and Will Murphy, Alliances & Business Development, BigID as they share their insights on how to pave the road to reducing privacy risk and automating compliance requirements for their content and files, including:
    • How best to bring outlying documents and ‘dark data’ into your governance practice
    • Extend information governance and data privacy to shared drives, SharePoint and O365
    • How to automate migration, legal holds, redaction and disposition policies based on classification insights
    • How to leverage personal information knowledge for CCPA, GDPR data access and deletion rights fulfillment
  • How To Build A Sustainable Data Minimization Strategy Recorded: Jul 28 2020 63 mins
    Anju Jain from BigID along with Brijesh Prabhakar and Ritu Khanna from LTI
    With data becoming the new currency, the natural tendency has been to accumulate vast amounts of consumer data by one and all. This proliferation has made it possible to multiply the use cases of data and bring speed to converting from hypothesis to predictions and forecasting. Excitement for the prospect of being able to grow and create new demand purely based on data, has fueled even further hunger for data.

    And the world slipped smoothly into a circle of more data, more possibilities, more data, more possibilities….

    But the other side of this data strategy is fraught with risks of poor accuracy, compromises in integrity and breach of sensitive consumer information. And, privacy regulations like the EU GDPR and others across the globe emphasize that enterprises collect only what they need under the principle of data minimization. Do you know the degree to which consumer data held in your organization is stale, incorrect and unused? Are you holding multiple duplicates of the same files and data? This can lead to increase in threat surface area, poor data process output, longer and inadequate response to privacy requests, not to mention storage costs for data that should not be in the system in the first place!

    Addressing privacy regulations can now also serve as a response strategy to these risks.

    In this interactive session, we will discuss
     The different contexts in which data minimization can be applied
     Realignment of business processes to embed minimization as a design principle
     Best practices on data minimization techniques
     Business case studies on benefits of data minimization realized across industry

    *BigID has partnered with LTI to bring you this webinar. Your registration information will be shared with LTI. Please go to LTI’s Privacy Policy for more details
  • How Much Risk Exposure Do You Have With Your Data? Recorded: Jul 24 2020 56 mins
    Nimrod Vax, Co-Founder and CPO, BigID. Deepak Sood, CTO, Auritas
    How can data drive better decision-making and profitable outcomes at your enterprise? Organizations need to be able to identify and balance their risk tolerance while managing ever changing regulations with a proactive data management strategy.

    Join Auritas CTO, Deepak Sood, and BigID CPO, Nimrod Vax, as they discuss how to uncover customer insights that will fuel better business decisions and profitable outcomes.

    -Common risk challenges with your data and how to address them: from getting rid of silos to lowering operational costs by automating privacy mgmt, giving you more $$ for strategic transformations such as the move to S/4
    -Identify how Data Discovery in SAP with BigID can uncover customers insights that fuel better business decisions
    -How to discover, protect, and govern data across your organization with a holistic approach
    -Customer stories: where data management strategies have driven data security and governance at scale
    -Demo: Quantify your data risk exposure with BigID & data governance
  • The Privacy Briefing: Looking the Board in the Eye Recorded: Jul 22 2020 59 mins
    Heather Federman, BigID. Tom Anderson and Ben Shorten, Accenture
    Two years after the General Data Protection Regulation was passed in the European Union, and with the onset of the California Consumer Privacy Act in the U.S., regulators are now enforcing these regulations — bringing more fines and penalties for companies that fail to meet their obligations. Now that privacy comes with a financial, regulatory and reputational risk, board members are looking to better understand their organization’s data privacy posture.

    Privacy practitioners in turn, need to be ready to demonstrate how they have operationalized their privacy compliance strategy. This requires data knowledge in order to protect and delete consumer data when they no longer have legitimate need for it.

    Join us for an interactive privacy education web conference featuring BigID and Accenture to:

    -Discuss how the stature of data privacy has risen to be an enterprise priority for Boards and C-Suite leadership.
    -Review how knowledge of the data environment delivers value to business beyond compliance.
    -Discuss the key considerations for data privacy leaders in providing effective updates to senior managers as programs continue to evolve.

    Dave Cohen, CIPP/E, CIPP/US, Knowledge Manager, IAPP

    Tom Anderson, Director, Data and Artificial Intelligence, Accenture
    Ben Shorten, Managing Director, Compliance and Privacy, Accenture
    Heather Federman, CIPP/US, Vice President of Privacy and Policy, BigID
  • How to Maximize Your Investment in Data: Strategies and Best Practices Recorded: Jul 21 2020 58 mins
    Peggy Tsai, VP of Data Solutions, BigID. Sameer Ansari, Managing Director, Cyber Risk Service Group, Deloitte
    How data can drive decision-making? How should it? Organizations need to be able to balance their risk tolerance while managing defensive regulatory operations with proactive data initiatives.

    Join this interactive discussion with Sameer Ansari, Managing Director of Cyber Risk from Deloitte and Peggy Tsai, VP of Data Solutions at BigID to learn actionable data enablement strategies that will help maximize your investments in your data program.

    We’ll explore how to build a data culture to enable data ownership, policy-based remediation, and transparency for insights and analysis. You will learn:

    -Common data challenges (and how to address them): from breaking down data silos to how to gain traction for new programs
    -Data enablement tips to build a successful data culture
    -Best practices on data enablement capabilities for your data owners and consumers
    -Business use cases where data-focused initiatives have driven revenue or lowered cost

    *BigID has partnered with Deloitte to bring you this webinar. Your registration information will be shared with Deloitte separately. Please go to Deloitte’s Privacy Policy for more details
  • From Data Discovery to Data Insight: How to Leverage AI & Machine Learning Recorded: Jul 17 2020 58 mins
    Nimrod Vax, CPO, BigID. Peggy Tsai, VP of Data Solutions, BigID. Mike Meriton, Co-Founder & COO, EDM Council
    ML-based data discovery is a critical foundation for all organizations to manage, protect, and analyze their data.

    In this upcoming webinar, BigID will explore best practices and challenges for data management programs - and how ML-driven data discovery can help clean up and identify duplicate data, highlight vulnerable data, and help govern the flow of data in your organization.

    The webinar will explore:
    - Traditional challenges with data management programs (and how to avoid them): from cataloging to analysis
    - How to optimize your existing data program with Artificial Intelligence and Machine Learning techniques
    - Tips on how to leverage a single authoritative source for decision making
  • Scale Privacy Protection and Governance For Data Platforms Recorded: Jul 14 2020 44 mins
    Will Murphy, VP of Technology Alliances, BigID; Atalia Horenshtien, Director of Sales Engineering & Alliances, SecuPi
    Privacy protection can’t be addressed by policies and workflows alone - especially as data teams embrace new technologies. As regulations increasingly mandate that enterprises meet a growing list of data rights - including deletion- and ensure that they restrict sensitive data access based on preferences and consent, integrated data knowledge and protection are needed to maximize value for data investments. To scale data privacy protection along with governance, enterprises need to automate the discovery of personal information across large volumes of data, understand that data in context, and orchestrate protection actions based on those insights.

    In this webinar, BigID and SecuPi will discuss how an integrated approach to data discovery and data-centric security can enable enterprises to embrace new data platforms while still addressing key compliance requirements at scale, such as data deletion requests, enforcing opt out preferences and removing identifying data from processing.

    In this webinar, attendees will learn:

    – How and why to map and inventory personal data privacy for data platforms at scale
    – How to leverage those insights to simplify fulfillment of data deletion requests and enable remediation
    – How to deliver governance for privacy-aware data pipelines and analytics programs
    – How an integrated approach to data privacy protection can deliver end to end auditing and reinforce security posture

    *BigID has partnered with SecuPi to bring you this webinar. Your registration information will be shared with SecuPi. Please go to SecuPi's Privacy Policy for more details.
  • In today's “new normal”, how would you address Enterprise Data Stratagies? Recorded: Jul 8 2020 95 mins
    Nimrod Vax, CPO, BigID, Tina Rosario,Chief Data Officer - Europe, SAP. Bo Baade-Pedersen, Business Development Expert, SAP
    The world, our business environment, and our workplaces may never be the same. Hopefully, we will soon be in a post-pandemic environment, or at least one that feels a bit more normal. But certain constants remain.

    Data grows by the day and it is as important to business survival and growth as ever. Hence enterprise data strategies are the focus of many practitioners. But another truth that is with us forever is privacy. GDPR (and similar regulations) has challenged us to look at data in a different perspective, it challenged us to discover where and which data is more relevant to our business.

    Companies will only benefit by embracing a holistic data strategy, one that optimizes their perspectives on privacy, data protection and information. Savvy organizations are realizing that a holistic approach can be a springboard for more systematic and robust data management practices: practices that benefit stakeholders across the entire organization.

    This webinar will look at the alignment of business objectives, and the influence of privacy as a lever, not a roadblock. Our expert speakers will discuss:

    • The role that data privacy requirements can play in accelerating enterprise-wide data management efforts
    • Opportunities to align business objectives for “reactive” functions such as compliance and “proactive” initiatives such as analytics
    • Strategies for engaging key enterprise decision-makers and stakeholders, so that data privacy can be a systemic, operationalized effort
    • Downstream benefits to enterprise-wide data privacy and protection efforts, so that business units can not only comply, but also maximize data-driven performance
  • Everything Has Changed: The Piece You're Missing Dealing With Enterprise Data Recorded: Jun 30 2020 58 mins
    Nimrod Vax, CPO of BigID, featuring Deepak Sood, CTO of Auritas
    One of the most important corporate assets is data. With the rise of the data economy, companies extract enormous value and competitive advantage by collecting, sharing, and utilizing data. Transparency about how your business requests consent, abides by privacy policies, and manages the data you’ve collected is becoming more and more vital to building trust with customers and partners who expect privacy.

    -How data relationships across your SAP and non SAP systems impact your data privacy needs
    -How e-discovery tools can be utilized across enterprise data and linked document management platforms.
    -Tips on how to develop a framework for privacy & risk management by taking your compliance specifications to the next level
    -How to build a lifecycle, from creation to disposition, for data and documents.
    -How file clustering can help with file classification at scale
    -Making the metadata work for you across silos with quick integrations and application

    BONUS: How to use e-discovery to improve SAP master data quality.

    *BigID has partnered with Auritas to bring you this webinar. Your registration information will be shared with Auritas separately. Please go to Auritas' Privacy Policy for more details
  • Spokes 2020 Privacy Tech Conference: Technology and Privacy Protection Recorded: Jun 29 2020 61 mins
    Dimitri Sirota from BigID, Justin Antonipillai from Wirewheel, Dan Frank from Deloitte & Touche LLP, Zac Murphy from T-Mobile
    We all read about ways in which we can bring technology to our privacy world, but where are we seeing real progress? For example, when companies “automate” privacy programs, what does that mean? When companies say that they can “integrate” or bring “artificial intelligence” or “bots” to privacy, what are they doing? Are people really necessary for privacy protection? Privacy and Technology leaders Dan Frank (Deloitte), Zac Murphy (T-Mobile), and Justin Antonipillai (WireWheel) lead this discussion for our community.
  • Better Together: How Companies Can Break Down Silos for Working on Compliance Recorded: Jun 29 2020 49 mins
    Heather Federman at BigID, Robert Maranca at Schneider Electric, Giorgia Vulcano at The coca Cola Company
    The complexity and interdisciplinarity of the GDPR have led many businesses to create cross functional teams to address and meet the new compliance standards. Whilst the collaboration between lawyers, developers, HR and marketing professionals (among others) creates many benefits, the challenges of bringing together a group of experts with very different perspectives are not few. A panel of experts will share tips and lessons learnt on how they made this work.
Privacy Automation for CCPA & GDPR
BigID aims to transform how enterprises protect and manage the privacy of personal data. Organizations are facing record breaches of personal information and proliferating global privacy regulations like the EU GDPR with fines reaching 4% of annual revenue.

Today enterprises lack dedicated purpose built technology to help them track and govern their customer data at scale. By bringing data science to data privacy, BigID aims to give enterprises the software to safeguard and steward the most important asset organizations manage: their customer data.

BigID has offices in the US and Israel and is founded by security industry veterans spanning the identity, data security, big data and governance markets.

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  • Title: From Data Discovery to Data Insight: How to Leverage AI & Machine Learning
  • Live at: Jul 17 2020 3:55 pm
  • Presented by: Nimrod Vax, CPO, BigID. Peggy Tsai, VP of Data Solutions, BigID. Mike Meriton, Co-Founder & COO, EDM Council
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