Tue.Apr 02, 2019

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De-biasing language

O'Reilly Media - Ideas

The toughest bias problems are often the ones you only think you’ve solved. In a recent paper, Hila Gonen and Yoav Goldberg argue that methods for de-biasing language models aren’t effective ; they make bias less apparent, but don’t actually remove it. De-biasing might even make bias more dangerous by hiding it, rather than leaving it out in the open.

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AI Isn't Just for the Big Players: Why SMBs Need It Too

Dataiku

According to Forbes , as of 2018, only 11 percent of small and medium businesses (SMBs) use AI, and 41 percent feel that it’s too complex for their needs. But AI and machine learning don't need to be complex, and the first wave of SMBs to embrace these technologies will undoubtedly get ahead (in a big way).

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Domain-Oriented Observability

Martin Fowler

Any serious software system needs some form of observability, so we can figure out how it is working and keep track of problems. But adding the code for this often results in lots of low-level cruft. Pete Hodgson describes a pattern that allows developers to add observability via a testable domain-oriented API that removes most of this cruft.

Software 275
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Become an Indispensable Change Agent

Change Starts Here

A well-known retailer recently laid off its entire change management team. Like many retailers in the shadow of Amazon, the company had been going through a period of decline. A new leader decided that individual project sponsors and managers could handle change management activities for their projects, instead of having a dedicated team of experts. […].

Retail 124
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Top 5 Challenges in Designing a Data Warehouse for Multi-Tenant Analytics

Multi-tenant architecture allows software vendors to realize tremendous efficiencies by maintaining a single application stack instead of separate database instances while meeting data privacy needs. When you use a data warehouse to power your multi-tenant analytics, the proper approach is vital. Multi-tenant analytics is NOT the primary use case with traditional data warehouses, causing data security challenges.

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11 Artificial Intelligence Trends Every Business Must Know in 2019

CTOvision

Read Sohaib Khalid list 11 artificial intelligence trends every business should know about on Read Write : Artificial Intelligence (AI) has been a game changer for global businesses, opening doors to innumerable possibilities. With the integration of AI in businesses, the global economy is excepted to grow exponentially in the coming years. Although the introduction […].

More Trending

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AI And ML: Greatest Hype Or Hope?

CTOvision

The Dunning-Kruger effect is a remarkable bias: it simultaneously predicts amateurs underestimating the complexity and being overconfident and veterans underestimating complexity, with often less confidence than the amateurs! This is well shown in the famous Mount Stupid diagram. Today, we see the rise of hype in technologies like the Internet, blockchain, and cloud, three of […].

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How to Build a Success Mindset

Women on Business

We've Moved! Update your Reader Now. This feed has moved to: [link] If you haven't already done so, update your reader now with this changed subscription address to get your latest updates from us. [link].

How To 107
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Three Ways To Use Artificial Intelligence To Improve The Employee Experience

CTOvision

Read Dan Turchin list three ways companies can use artificial intelligence to improve employee efficiency on Forbes : According to Ray Kurzweil, famed inventor and futurist: “Our technology, our machines, are part of our humanity. We created them to extend ourselves.” Striving to extend ourselves is the essence of what it means to be human. […].

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DevOps Chat: Chef Goes All-In on Open Source

DevOps.com

In front of next month’s ChefConf in Seattle, Chef has announced a major refinement to its business model. Affirming and clarifying its commitment to open source business models, Chef will now and in the future release all of its software as open source. In this DevOps Chat, we speak with Corey Scobie, SVP of Products […]. The post DevOps Chat: Chef Goes All-In on Open Source appeared first on DevOps.com.

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7 Pitfalls for Apache Cassandra in Production

Apache Cassandra is an open-source distributed database that boasts an architecture that delivers high scalability, near 100% availability, and powerful read-and-write performance required for many data-heavy use cases. However, many developers and administrators who are new to this NoSQL database often encounter several challenges that can impact its performance.

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Google creates external advisory board to monitor it for unethical AI use

CTOvision

Google today announced a new external advisory board to help monitor the company’s use of artificial intelligence for ways in which it may violate ethical principles it laid out last summer. The group was announced by Kent Walker, Google’s senior vice president of global affairs, and it includes experts on a wide-ranging series of subjects, […].

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How to Design DevSecOps Compliance Processes to Free Up Developer Resources

DevOps.com

Anything that gets rolled out quickly in the technological world is a major step forward—as long as it doesn’t compromise security. DevSecOps is able to provide compliance processes far more effectively than before, and without jeopardizing security while also freeing up developer resources. How do you direct your IT team to keep your applications and […].

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Card Sorting: Better Information Architecture by Aligning with Users' Mental Models

Toptal

Users shouldn’t need insider knowledge to find what they’re looking for on the web. Card sorting lets designers create intuitive UX by organizing content the way customers do in their minds.

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DevOps: ‘Tidying Up’ Your Cloud for Greater Value

DevOps.com

Have you watched Netflix lately? Even if you haven’t, you may have heard of the phenomenon that is Marie Kondo, a tidying consultant who helps families organize their lives to reduce wasted space, material items and time. While watching her carefully organize peoples’ closets, I began to draw parallels between this process and cloud management. […].

DevOps 103
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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Modern WordPress Development Workflow with the Roots Stack

Toptal

WordPress development relies on tried and tested technologies and techniques. This allows for good backward compatibility but also causes many developers to stick to legacy solutions for far too long. In this article, Toptal WordPress Developer Stefano Ginella introduces us to the Roots stack and explains how it can help WordPress developers harness the latest front-end technologies.

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Awesome Automation and Integration with Buddy

David Walsh

One of my favorite services for years has been IFTTT (If this then that). Having a service that allows me to trigger a host of functionalities with one simple action is amazing! Posting a picture to Instagram can trigger IFTTT to send a tweet, post to Facebook, email to friends, etc. I’ve always wanted the same for my more difficult tech projects — a service with a simple user interface that allows me to trigger a number of tasks to make my process more streamlined and easier to mana

Lambda 95
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Using Product Experimentation for Continuous Improvement

DevOps.com

Organizations are embracing product experimentation as a tool for continuous improvement Companies that embrace product experimentation are able to capture highly accurate data about markets and product ideas and gain intelligence about market trends. As a result, these companies are able to continuously deliver innovation and measure business outcomes.

Trends 95
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OK I Fell For A Huge Fake Because I Wanted To Believe It: Amazon Blimp Delivery

CTOvision

There are some cool videos going around that show an Amazon blimp launching baby drone delivery bots. This is so neat and so believable because we all know Amazon has been working on drones and considering blimps. As for me, I believed it because I wanted to. I am biased to want to believe in […].

Video 79
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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Why Your Cloud Isn’t Performing Optimally: It’s Time to Rethink Cloud Architecture

Digital Realty

It’s no secret that cloud usage continues to rise, with 84% of enterprises utilizing a multi-cloud strategy. But with this rise also comes a greater level of complexity in managing hybrid multi-cloud environments, causing headaches for firms.

Cloud 86
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He Helped Create A.I. Now, He Worries About ‘Killer Robots.’

CTOvision

Yoshua Bengio is worried that innovations in artificial intelligence that he helped pioneer could lead to a dark future, if “killer robots” get into the wrong hands. But the soft-spoken, 55-year-old Canadian computer scientist, a recipient of this year’s A.M. Turing Award — considered the Nobel Prize for computing — prefers to see the world […].

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RBC Capital Markets Modernizes Process and Content Services with Alfresco Digital Business Platform

DevOps.com

Global Investment Bank Streamlines IT Operations and Shortens Application Development Time To Impact, Supporting Thousands of Users BOSTON, MA. – April 2, 2019 – – Alfresco Software, a commercial, open source software today announced that RBC Capital Markets, part of the Royal Bank of Canada (RBC), selected Alfresco’s Digital Business Platform to provide process and […].

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Gain Insights Into How Bad Guys Are Manipulating You via YouTube

CTOvision

This clip is the first in a series on social media algorithm manipulation and countermeasures. I’ve been tracking these topics somewhat, like most of you probably are. But still found this to be surprising and very interesting. There are serious threats to business here, most of this is being done for financial reasons. But imagine […].

Media 74
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Monetizing Analytics Features

Think your customers will pay more for data visualizations in your application? Five years ago, they may have. But today, dashboards and visualizations have become table stakes. Turning analytics into a source of revenue means integrating advanced features in unique, hard-to-steal ways. Download this white paper to discover which features will differentiate your application and maximize the ROI of your analytics.

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What it takes to get a job in AI or machine learning

DXC

While there is some debate over whether there’s an AI talent shortage, there’s no doubt that a growing number of artificial intelligence (AI) and machine learning (ML) job openings are being created as enterprises seek to launch and expand their own intelligent machine initiatives. But what skills and experience do enterprise workers need to land […].

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Insights for your enterprise approach to AI and ML ethics: The role of humans in AI systems

CTOvision

This post is the second in a series of three based on interviews of Courtney Bowman and Anthony Bak of Palantir. The first post laid a foundation which can help any organization seeking to establish an ethics policy and program around AI and ML. This one picks up from there and dives into the role […].

System 67
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Moving up the testing leadership ladder: 3 lessons learned

TechBeacon

Moving up the ladder in testing often means more money, more fun, and having more impact. Some folks sit around and just hope it will happen. Some ask for promotions before they are ready. Some wait a decade for promotion through simple attrition.

Testing 76
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PSL’s Women In Tech Introduce Girls to Tech

Perficient

Technology is starting to see an influx of women join the ranks of software developers and IT specialists. As a leading nearshore software development company, PSL recognizes that the only way technology will reach new heights is through diversity as these new perspectives and voices serve a vital role to constantly enrich developments. As part of.

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A Tale of Two Case Studies: Using LLMs in Production

Speaker: Tony Karrer, Ryan Barker, Grant Wiles, Zach Asman, & Mark Pace

Join our exclusive webinar with top industry visionaries, where we'll explore the latest innovations in Artificial Intelligence and the incredible potential of LLMs. We'll walk through two compelling case studies that showcase how AI is reimagining industries and revolutionizing the way we interact with technology. Some takeaways include: How to test and evaluate results 📊 Why confidence scoring matters 🔐 How to assess cost and quality 🤖 Cross-platform cost vs. quality tr

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5 Best Practices in 2019 That the Most Effective Accounting Departments Are Already Following

Docuphase

What is one key component that all businesses share, no matter the industry or specialty? The answer, of course, is accounting. The accounting department is the most vital part of every business. Without following reliable accounting best practices, a business can and will crumble. Frankly, our economy couldn’t survive without accountants. The US Department of Labor has projected that there will be 1.5 million accounting jobs in the US by 2026 , which is an increase of about 10% per decade.

Course 75
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IT Revolution Announces DevOps Enterprise Summit Las Vegas 2019 Call for Presentations & Blind Bird Registration

DevOps.com

2019 Call for Presentations and Blind Bird registration closes at midnight PT on May 27 PORTLAND, Ore, April 2, 2018 — IT Revolution, the industry leader for advancing DevOps, today opened its call for papers for DevOps Enterprise Summit Las Vegas 2019 ([link] Hosted at The Cosmopolitan of Las Vegas from October 28-30, the DevOps […]. The post IT Revolution Announces DevOps Enterprise Summit Las Vegas 2019 Call for Presentations & Blind Bird Registration appeared first on DevOps

DevOps 79
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Earn More Early Payment Discounts with AP Automation

Docuphase

When you’re saving money, every little bit counts. You collect your change in a jar labeled “vacation!” and skip the frou-frou Starbucks drinks and the other extras that can add up over time.

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