Thu.Sep 13, 2018

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Using machine learning to improve dialog flow in conversational applications

O'Reilly Media - Data

The O’Reilly Data Show Podcast: Alan Nichol on building a suite of open source tools for chatbot developers. In this episode of the Data Show , I spoke with Alan Nichol , co-founder and CTO of Rasa , a startup that builds open source tools to help developers and product teams build conversational applications. About 18 months ago, there was tremendous excitement and hype surrounding chatbots, and while things have quieted lately, companies and developers continue to refine and define tools for b

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Crazy Like a Fox(Pro)

The Daily WTF

“Database portability” is one of the key things that modern data access frameworks try and ensure for your application. If you’re using an RDBMS, the same data access layer can hopefully work across any RDBMS. Of course, since every RDBMS has its own slightly different idiom of SQL, and since you might depend on stored procedures, triggers, or views, you’re often tied to a specific database vendor, and sometimes a version.

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Difference between UX and UI

The Crazy Programmer

Here you will learn about UX vs UI i.e. difference between UX and UI. Today, we are going to shed some light on one of the hottest topics in IT world. There always exist a lot of buzz on whether the UX (User Experience) and UI (User Interface) are both the same, if not then how are they different. Image Source. These two are the terms that nearly every one of us must have heard, either we share a technical background or we don’t belong to it.

UI/UX 138
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Derive value from analytics and AI at scale

O'Reilly Media - Data

Ziya Ma discusses how recent innovations from Intel in high-capacity persistent memory and open source software are accelerating production-scale deployments. Continue reading Derive value from analytics and AI at scale.

Analytics 191
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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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5 Tragic Mistakes that Will Derail Your Action Learning Projects

Let's Grow Leaders

Done well, action learning projects, where groups work together to address real business problems, can provide an immediate ROI that more than pays for your training investment. But let’s face it. Sometimes they can also be a colossal, frustrating waste of time. […]. The post 5 Tragic Mistakes that Will Derail Your Action Learning Projects appeared first on Let's Grow Leaders.

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How to use AR and VR in education industry?

OTS Solutions

How to use AR and VR in education industry? Artificial intelligence (AI) is beginning to disrupt the education system by allowing academic programs to become personalized through augmented reality (AR) and virtual reality (VR). It is also making education more convenient. This combination allows each child to focus on the exact areas where they have room for improvement rather than falling behind, as well as to allow other children to forge ahead rather than waiting for other kids to catch up.

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Smarter cities through Geotab with BigQuery ML and geospatial analytics

O'Reilly Media - Data

Chad Jennings explains how Geotab's smart city application helps city planners understand traffic and predict locations of unsafe driving. Continue reading Smarter cities through Geotab with BigQuery ML and geospatial analytics.

Analytics 161
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Following Trends: Homage vs. Design Plagiarism

Toptal

When looking for inspiration, designers should consider what they can add to the work of others. Where can they make it better? More useful? More elegant? More efficient?

Trends 109
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Sound design and the future of experience

O'Reilly Media - Data

Amber Case covers methods product designers and managers can use to improve interactions through an understanding of sound design. Continue reading Sound design and the future of experience.

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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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Breaking the Deadlock Between User Experience and Developer Experience

A List Apart

In early 2013, less than 14% of all web traffic came from mobile devices; today, that number has grown to 53%. In other parts of the world the difference is even more staggering: in African countries, more than 64% of web traffic is from mobile devices ; in India, nearly 78% of traffic is mobile. This is a big deal, because all 248 million new internet users in 2017 lived outside the United States.

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Black box: How AI will amplify the best and worst of humanity

O'Reilly Media - Data

Jacob Ward reveals the relationship between the unconscious habits of our minds and the way that AI is poised to amplify them, alter them, maybe even reprogram them. Continue reading Black box: How AI will amplify the best and worst of humanity.

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5 Ways Women Can Generate an Income from Home

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].

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Quantifying forgiveness

O'Reilly Media - Data

Julia Angwin discusses what she's learned about forgiveness from her series of articles on algorithmic accountability and the lessons we all need to learn for the coming AI future. Continue reading Quantifying forgiveness.

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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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ARKit Demo: Augmented Reality Movie Making

Toptal

Augmented reality and virtual reality are becoming mainstream and easily available. In this article, Toptal Freelance iOS Developer Altaibayar Tseveenbayar showcases a demo app for adding virtual objects to a video feed using ARKit.

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Wait. pizza is a vegetable? Decoding regulations using machine learning

O'Reilly Media - Data

Dinesh Nirmal explains how AI is helping supply school lunch and keep ahead of regulations. Continue reading Wait. pizza is a vegetable? Decoding regulations using machine learning.

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Developer Success Story: Cory Watson at Liftoff

CodeSignal

“It’s not enough to just get a paycheck. I had to find a place where I could always have something else to learn – something else to grow into.” – Cory Watson, Software Engineer. With the help of CodeSignal, Cory Watson has found exactly that and much more. Watch this video or read about his impressive story below. Challenging the Status Quo.

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Brain-based human-machine interfaces: New developments, legal and ethical issues, and potential uses

O'Reilly Media - Data

Amanda Pustilnik highlights potential applications of data from new technologies that capture brain-based processes. Continue reading Brain-based human-machine interfaces: New developments, legal and ethical issues, and potential uses.

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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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Extend Your Storage Offerings with the New Dell EMC ECS EX-Series

Dell EMC

As the digital economy extends its reach, organizations are beginning to appreciate the value of data. Data is playing an increasingly important role in determining whether organizations will thrive in a digital-first world or not. According to IDC’s prediction, worldwide spending on digital transformation technologies is growing at 18.1% through 2021 to more than $1.8 trillion¹.

Storage 59
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The data imperative

O'Reilly Media - Data

Ben Sharma shares how the best organizations immunize themselves against the plague of static data and rigid process Continue reading The data imperative.

Data 102
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Performing Automated Canary Analysis Across a Diverse Set of Cloud Platforms with Kayenta and Spinnaker

LaunchDarkly

At our Meetup in July, we focused on testing in production with systems and processes at scale. Matt Duftler, Senior Software Engineer at Google, and Michael Graff, Senior Software Engineer at Netflix, gave a talk about automated canary deployments. “So what’s canary deployment? …the idea was to mitigate risk before you sent the valuable humans down there.

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Company Spotlight: Delivering AP Automation to Ovation Fertility

Docuphase

When Ovation Fertility, a collection of independently-thinking IVF and genetics labs, went looking for help with their AP process issues, DocuPhase rose to the challenge, delivering an accounting automation solution that would help them increase accuracy and productivity, while setting them up for future growth.

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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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Neobanks disrupt traditional banking: key players & facts

Apiumhub

Over the past years, neobanks have been making headlines by attracting big venture capital investments and disrupting the traditional banking system. Britain’s Monzo raised US$93 million in November 2017, building on a $27.5-million financing round during the first quarter. Earlier in the year, Atom Bank pulled in a total of $140 million, etc. What are these Neobanks?

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Is Sprawl Killing Your Data Center?

Dell EMC

Sprawl (verb): to spread or develop irregularly or without restraint.”[1] Sprawl can strike fear in the hearts of IT administrators everywhere. Adding resources to meet reactive business needs can create sprawl. On top of that, if the infrastructure is already siloed, adding more just complicates day-to-day operations and management, often forcing IT to buy more tools and waste more cycles.

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Imposter Syndrome: Feels, Not Reals

Tandem

Imposter Syndrome (also known as Doubtia Debilitus) is a wide-spread neurological disorder caused by the disconnect between perception and reality of one’s abilities. It commonly affects newborn Software Developers from a non-traditional background, but has been observed amongst individuals of all dev-ages and backgrounds. It is generally triggered by comparing oneself to a false ideal, and conditions can worsen if symptoms are left untreated.

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What’s the difference between WAN optimization and WAN acceleration?

TechTalk

This is a trick question! Technically, there is not a difference between WAN optimization and WAN acceleration. As a matter of fact, WAN acceleration is a type of WAN optimization. Now that we have cleared that up, we can now get into WAN optimization and what you can do to make the most out of your […].

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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Boosting enterprise machine learning with automated feature engineering

Cloudera

Machine learning. The very name suggests there’s little involvement required from actual people. It’s a bit surprising to note, then, that perhaps the most limiting factor in data science and machine learning today is people. People add complexity. People add the risk of error. And people add a lot of time. However, we’ll always need people to come up with the overarching prediction problems to solve and to make the ultimate choices to solve them, but there is a lot of data science work now that

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The Hype Around a New Model for Trust—in Sneakers

Battery Ventures

“Hip hop used to be a niche music market—now it’s pop music. The same is happening with sneakers and streetwear.” – Alex Benik, Battery Ventures Partner. It’s not every day that our Battery consumer-tech investment team receives truth bombs on consumer markets from our resident enterprise-IT expert, Alex Benik, who made his name investing in networking and other back-end IT companies.

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How Digitization Can Boost Remote Working

Strategy Driven

When you are a remote worker embarking on your first freelance adventure, you will need to find ways of increasing your productivity and getting new clients quickly. Doing so means that you will be able to generate both your desired income and the portfolio of high quality of work that will make you instantly stand out as someone to watch. A key element to achieve this is that you will need to look into how to digitize your work effectively, and, in turn, reap the benefits from making the most o