What are model governance and model operations?

O'Reilly Media - Ideas

In previous posts, we’ve outlined the foundational technologies needed to sustain machine learning within an organization, and there are early signs that tools for model development and model governance are beginning to gain users. Model governance.

Learn about data governance with these books, videos, and tutorials

O'Reilly Media - Data

This collection of data governance resources will get you up to speed on the basics and best practices. Whether you’re just getting started with data governance or you have previous experience, you’ll find something useful on this list of data governance resources.

Uncovering Even More Myths About Identity Governance


It may sound like the buzzword du jour, but the digital transformation has been and continues to be a challenge for enterprises, particularly when it comes to governing the access that employees need to the slew of new technologies hitting the workforce today.

Cloud must start with governance


The most common denominator in any business is a data governance model. Data governance must be incorporated into the business strategy. Well, that is up to the data governance team to define. To build a resilient, rewarding future, start with the right data governance model.

DevOps: What Do Governments Need to Know?


How the government can successfully implement and enforce DevOps practices The speed at which technology is being produced it outstripping the pace at which better development tools are being introduced, which makes secure development even more challenging. The post DevOps: What Do Governments Need to Know?

A Digital Service Canvas for Government and Enterprise


If there is to be a game-changer, it will have to come from the market, or from government, or both. For example, the UK Government’s Digital Service Standard has promoted digital services as an enabler for “Government as a Platform”.

Cloud Governance Featured on Government Matters

Cloud Tamer

I had the opportunity to participate in a recent episode of Government Matters that was sponsored by Amazon Web Services (AWS). The broad theme of the episode was security in the cloud, and my portion of the discussion focused on how cloud governance helps to ensure cloud security. Some of the topics I covered: How federal agencies can govern their presence in the cloud at scale. Cloud Governance

How to govern AI in your organization: 6 tips


Data governance and the death of schema on read

O'Reilly Media - Data

Enter data governance. Traditionally, data governance is much more akin to EDWs than data lakes—formal management and definition, controlled vocabularies, access control, standardization, regulatory compliance, expiration policies. Today’s data governance retains some of its traditional reactive roots. But increasingly in the big data arena, proactive data governance is saving the democratized data lake from itself.

AI for Government Programs and the Federal Marketplace


ScaleUP USA has developed a free “Artificial Intelligence for Government” program to help the government employees and contractors learn foundational skills around Artificial Intelligence and the unique challenges faced in using it in the government. Artificial Intelligence CTO Government

Identity Governance and Administration in a Digital World: #GovernanceForAll


s Digital Economy and Society encompasses six main principles: good digital identities, data sharing and permissions, access and adoption, securing people and processes, sustainable digital transformation, and informed, agile governance. Agile Identity Governance.

CI/CD Gets Standardization and Governance

The New Stack

Basically, when we all started looking at microservices as a possible paradigm of development, we needed to learn how to operationalize them,” Priyanka Sharma , director of alliances at GitLab and a member of the governing board at the Cloud Native Computing Foundation (CNCF) , said.

Navigate ’19 Customer Panel: Identity Governance Drives Business Value


When it comes to identity management and governance conversations, the focus often falls on security, risk reduction, and regulatory compliance. The post Navigate ’19 Customer Panel: Identity Governance Drives Business Value appeared first on SailPoint.

The Top 2019 Trends in Data Governance


For organizations that deal with large quantities of information, a systemic plan for data governance is a must. Data governance is a term for the people, processes, and technology used by an organization to ensure that its data is available, high-quality, consistent, and secure.

Data Governance in the Cloud


Data governance is something your organization has likely considered, put into action, and implemented. The question is, to what degree is the data actually being governed – or not

The Legislation Involved In Working With The Government

Strategy Driven

Securing a government contract is the Holy Grail of business. Of course, working with the government isn’t a walk in the park. Lots of companies have folded after a deal gone wrong with the government. Before you can apply, the US government requires a few things from you first.

Predictive Identity: The Future of Identity Governance


Consider this: as organizations bring on more and more cloud systems, while also maintaining legacy on-premises systems going back to the mainframes – identity managers have a challenging time keeping up with the demands associated with good identity governance.

The Next AI in Government Events is 25 July 2019 at George Washington University


Join the next AI in Government event Thursday, July 25, 2019 from 7:30 AM – 9:00 AM at GWU. Note it’s in the morning this month! Our speaker is Adam Murray from the U.S. Department of State in the Office of International Communications and Information Policy.

Good Governance: Do Boards Need Cyber Security Experts?


In Forbes: In today’s digital world, with near-instantaneous conveyance of information and data, cyber-events could (and routinely do) rapidly impact brand and shareholder value. While opinions differ on the need for cybersecurity experts on certain boards, there is a general consensus among management, boards, and investors alike that this need is growing. Given this trend, […].

The ABCs of Cloud Governance: Account Management

Cloud Tamer

I previously wrote about why governance in the cloud must be approached differently than traditional IT governance and why governance matters so much today as organizations move more workloads to the cloud. to take the heavy lifting out of governing your cloud.

The ABCs of Cloud Governance: Budget Enforcement

Cloud Tamer

In the government, there is the concept of different funding sources or ‘colors’ of money. Governance requires that the correct projects be funded by the correct sources to ensure proper accounting. Cloud GovernanceWe built cloudtamer.io

The ABCs of Cloud Governance: Compliance Automation

Cloud Tamer

For compliance to be effective, it’s critical to have a consistent set of policies that govern usage. We believe that setting up and updating policies must be automated through a cloud governance solution to ensure consistency. Cloud Governance

10 Signs You Might Need Cloud Governance

Cloud Tamer

Overrunning your monthly cloud budget is probably the most obvious indicator that you need more governance. We highlight 10 of these signs and how a cloud governance solution helps with each one in this infographic. Cloud GovernanceHowever, less obvious signs could be hiding behind your cloud management policies and procedures. Download Full Infographic ). Marianna leads marketing at cloudtamer.io.

Specialized tools for machine learning development and model governance are becoming essential

O'Reilly Media - Ideas

Model governance. We’ve become accustomed to the need for data governance and provenance, understanding and controlling the many databases that are combined in a modern data-driven application. Why companies are turning to specialized machine learning tools like MLflow.

How Change Healthcare Reimagined Compliance with Identity Governance


Employee access was managed to select applications that cooperated with their legacy tool, but governance over the identities was missing. “We Another pillar of identity governance that Change Healthcare is addressing is managing the data in their environment.

Carahsoft: Trusted government solutions provider


They make it easier for government to interact with industry and make it easier for industry to understand government mission needs. We have been fans of Carahsoft since their earliest days. It is rare to see companies able to remove friction from business processes like they do. They sponsor high quality events that examine topics [.]. Services Companies Carahsoft

Datameer Introduces Big Data Governance


Datameer has just announced their introduction of new data governance capabilities in a Hadoop environment. Datameer’s new governance module is designed to give businesses transparency into their data pipelines while providing IT with tools to audit diligently for compliance with internal and external regulations. Read more about Datameer 's addition of Governance tools for Hadoop here. Read about why Datameer 's Big Data Governance Matters here.

Nutanix Beam – Multi-Cloud Governance At Your Fingertips


Today we proudly announce the general availability of Nutanix Beam, a new software as a service (SaaS) offering that delivers multi-cloud governance as part of the Nutanix Enterprise Cloud OS

What Is The Difference Between Data Governance and Big Data Governance?


The video at this link and embedded below starts with a great question: What is the difference between data governance and big data governance? In this video, Stefan Groschupf, CEO of Datameer, talks about the difference between data governance and big data governance.

Government, An Integral Partner For Exploring Artificial Intelligence


AI World Government will gather leaders across government, industry and academia to discuss the challenges and potential solutions of AI in automating our expanding digital world.

Mark Your Calendar Now For 24-26 June 2019 AI World Government Conference


If you are in government or are in a position to help the government make the most of Artificial Intelligence please mark your calendar now for the 24-26 June 2019 AI World Government conference, which will be held at the Reagan Center in DC.

4 Reasons Why Cloud Governance Matters

Cloud Tamer

Whether you’re dipping your toes into the cloud, or you’re fully immersed, chances are you’ve heard the term ‘cloud governance’. What do we mean when we talk about governance in the cloud and why does it matter? Cloud governance is the development and implementation of controls to manage access, budget, and compliance across your workloads in the cloud. At first glance, this definition may sound a lot like the definition of IT governance, just ‘in the cloud’.

Why MEDR is Key to Helping Government Combat Stealthy Threats


Managed EDR accelerates cyber response – which is especially important for government agencies under siege from increasingly savvy malicious attackers

Using Workflow Software to Overcome Government Budget Cuts


If you work within a government-funded organization, you know how rigid the budget can be. When budget cuts come down from the top – whether that’s the federal government, your state, or elsewhere – you find yourself scrambling to find ways to get the job done with limited resources. Document Management robotic process automation Workflow Software automation software enterprise automation platform best automation tools automation tools back office solutions rpa software

Call for Papers: Data Governance – An Overdue Concern

Cutter Consortium

Several converging forces are putting pressure on our management of information – regardless of whether we view the subject as individuals, corporations, nonprofits, or government authorities. In other words, what does “data governance” mean and how do you put it in place? Article ideas might include, but are not limited to, the following: What does data governance mean and what are some effective governance models? What is the future of data governance?