Thu.Jun 21, 2018

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Managing risk in machine learning models

O'Reilly Media - Data

The O’Reilly Data Show Podcast: Andrew Burt and Steven Touw on how companies can manage models they cannot fully explain. In this episode of the Data Show , I spoke with Andrew Burt , chief privacy officer at Immuta , and Steven Touw , co-founder and CTO of Immuta. Burt recently co-authored a white paper on managing risk in machine learning models , and I wanted to sit down with them to discuss some of the proposals they put forward to organizations that are deploying machine learning.

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Meetings that Get Results and People Want to Attend: June Frontline Festival

Let's Grow Leaders

Welcome to the Let’s Grow Leaders Frontline Festival on meetings that get results and that people want to attend. We asked thought leaders from around the world to share their very best post on this topic. Thanks to Joy and Tom Guthrie of […]. The post Meetings that Get Results and People Want to Attend: June Frontline Festival appeared first on Let's Grow Leaders.

Meeting 154
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How will Artificial Intelligence change our lives in next 5 years.

OTS Solutions

Artificial Intelligence: A Boon for Web App Development. Despite worries of a Skynet- or Hal 900-like artificial intelligence rising up against humanity, AI is becoming a part of our everyday lives. This is particularly true of the business sphere. Many firms already use AI algorithms to process big data and automate simple tasks. And the trade dispute between the United State and China is highlighting the importance of artificial intelligence in commerce.

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The True ROI of UX: B2B Redesign Case Studies

Toptal

UX designers often need to convince company executives on the ROI of a UX redesign initiative. Here are some real-life B2B redesign case studies a UX team identified in order to make a compelling case.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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A Vision of the AI-Enabled Future

CTOvision

Crafting a Vision for the AI-Enabled Future Artificial Intelligence (AI) represents an interesting paradox. On the one hand, the goals of systems that can behave with the intelligence of humans, perceiving their environment around them, understanding and comprehending information and how to apply that information for decision-making, learning from experiences, and even greater ideas around [.].

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Elon Musk, Our Kwisatz Haderach, Cites Frank Herbert

CTOvision

We have written before about how important Science Fiction can be in inspring today’s leaders to conceptualize and create. It is no coincidence that most techies are SciFi fans. Like Ray Bradbury said, "In Science Fiction we dream." And dreaming about the best use of tech is important. It is great validation of the power of [.].

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Convert HTML to Markdown

David Walsh

One of my biggest mistakes with this blog was not finding a WordPress plugin that would allow me to write my posts with markdown; to this day I still need to write posts in “Visual” mode and then manually convert the post to HTML for “Text” mode. One of these days I want to convert existing posts to Markdown and then enable a plugin that will convert Markdown to HTML.

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Discovery on a Budget: Part III

A List Apart

Sometimes we have the luxury of large budgets and deluxe research facilities, and sometimes we’ve got nothing but a research question and the determination to answer it. Throughout the “Discovery on a Budget” series we have discussed strategies for conducting discovery research with very few resources but lots of creativity. In part 1 we discussed the importance of a clearly defined problem hypothesis and started our affordable research with user interviews.

Budget 59
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Join us at Agile2018: Explore and expand your agile toolbox

Agile42

Bringing together an international community of enthusiastic Agilists, Agile2018 is the world’s largest agile software conference - organized by Agile Alliance in North America. agile42 will be heading to sunny San Diego, California to join over 2000 attendees from 40+ countries at Agile2018. Together, we will continue to explore and add to the ever-growing toolbox that makes Agile successful.

Agile 50
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Streamlining Database Compliance with CI/CD Integration

IT leaders know the importance of compliance at every level, but the database often gets left behind as other environments are automated for robust protection. This whitepaper emphasizes the importance of robust, auditable, and secure database change management practices for safeguarding organizational compliance. Learn how automating database compliance: Mitigates risk Protects against security vulnerabilities Helps avoid regulatory penalties Aligns database workflows with app lifecycle Turns d

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Integrate JIRA search results in Google Sheets for fun and profit

Marcusoft

As an agile coach working in bigger companies you are sound exposed to JIRA. JIRA - a tool that started out as a good idea and then grew into … a not as good idea. But hey - we got to live with it, I suppose. In this post I wanted to show you how to easily import data from a JIRA query to Google Sheets (or Excel I presume). That is, in all honesty, not that complicated so I will share a few other tips around this whole process.

Data 45
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Advanced Certified ScrumMaster Workshop In Ottawa?September 24-25, 2018

Agile Pain Relief Notes from a Tool User

Agile Pain Relief presents a two-day Advanced Certified ScrumMaster Workshop in Ottawa—September 24-25, 2018 taught by certified Scrum Trainer Mark Levison.

SCRUM 45
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Sophie?s custom alerts are now even better!

Loom Systems

We are excited to announce that we have improved Sophie’s custom alerts, providing our users with even more control over the platform! Sophie, Loom System’s AI-powered platform, leverages advanced Machine Learning algorithms to automatically set dynamic thresholds based on the data signature - in real time - empowering users to detect emerging issues from the very beginning.

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Objectively Measuring Code Quality

CodeSignal

“All of the software engineering candidates seem equally qualified. Which one should we hire?”. For technical recruiters like you, it’s very frustrating to hear these words from your engineering department. After all, you’ve worked hard to fill the funnel with highly qualified candidates, host interviews, coordinate technical assessments, and schedule on-site visits.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Why ATDD/BDD should be done before your planning event

Net Objectives

This is especially true if the ART doing the planning is <75 people or your entire technology group is less than 400 people & comprised mostly of independent teams with some dependencies. . In these cases, planning 3 mo's out defeats a lot of the value of Agile. Agile is about the ability to release & pivot quickly. Organizations of the type above only need to plan 2-4 sprints out. .

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Objectively Measuring Code Quality

CodeSignal

“All of the software engineering candidates seem equally qualified. Which one should we hire?”. For technical recruiters like you, it’s very frustrating to hear these words from your engineering department. After all, you’ve worked hard to fill the funnel with highly qualified candidates, host interviews, coordinate technical assessments, and schedule on-site visits.

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Difference between team working and team building

Rapid BI

So what is the difference between team working and team building? Are they 2 phrases for the same thing? I have seen the terms used interchangeably in articles and in the workplace, but does that help or hinder? In our article on collaboration how is it different from team work we explored the definitions of […]. The post Difference between team working and team building appeared first on RapidBI.

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6 Log Management Tools You NEED to Know (And How to Use Them)

OverOps

Without the right tools to aggregate and parse your log data, finding and understanding the information you’re looking for is nearly impossible. There are endless uses for logs because the logs themselves are endless. Application logs, security logs, BI logs, Lincoln logs (Ok, maybe not)… Setting aside security, BI and childhood fun for a moment, even looking specifically at uses for application logs alone, there are countless uses.

Tools 221
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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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The Wraparound Anti-Pattern (and How to Fix It)

Accenture

Experienced Agilists will recognize this anti-pattern immediately. It will look something like this: Teams will make a very ambitious plan either quite close to or even exceeding capacity because work had not been completed last iteration. Teams will not manage risk or create contingency for unexpected demand or other interruptions due to delivery pressure.

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Use New Range Markers to Show The Duration of a State Change

Honeycomb

In our world of distributed systems, state changes to your infrastructure often take some time to propagate. With a few exceptions (for example, feature flags), single point in time changes are rare. Deploys, outages, database migrations, failovers, stress tests; none of these things are instantaneous – all have some duration during which the system is changing.

Testing 51