Tue.Jun 05, 2018

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Lessons learned turning machine learning models into real products and services

O'Reilly Media - Data

Why model development does not equal software development. Artificial intelligence is still in its infancy. Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year. With public figures like Intel’s CEO stating that every company needs a machine learning strategy or risks being left behind, it’s just a matter of time before machine learning enters your organization, too—if it hasn’t already.

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How to Measure the Reliability of Your Software Throughout the CI/CD Workflow

OverOps

Overcome the challenge of maintaining code quality in a CI/CD workflow with Continuous Reliability. CI/CD practices encourage frequent code integration in development, speed up preparations for new releases and automate deployments. And with this new tooling, these parts of the software development lifecycle have all improved and accelerated. At the same time, the data that we use to evaluate the overall quality of a new release and of our application as a whole hasn’t changed much at all.

Software 157
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Employee Engagement – Avoid This Tremendous Leadership Mistake

Let's Grow Leaders

Employee Engagement – Play the Game, Don’t Game the Score When you see low employee engagement scores, what is your first reaction? I spoke with a company executive who was upset with his engagement scores. “The numbers are horrible,” he said. “Can […]. The post Employee Engagement – Avoid This Tremendous Leadership Mistake appeared first on Let's Grow Leaders.

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Not all Machine Learning (ML) Is Artificial Intelligence (AI): Part II

CTOvision

No two companies define Artificial Intelligence (AI) the same way, but they all insist they are doing it. Or at least some version of it. However, if AI is to mean something and be a useful term to help delineate different technologies and approaches from others, then it has to be meaningful. A term that [.].

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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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Experience Is Everything – The Ultimate UX Guide

Toptal

UX design attempts to deliver the right solution, in the right way, at the right time and delight people when they use a product. This comprehensive UX guide walks through the various methods, tools, and techniques that make up the process.

Tools 101

More Trending

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Sprint Retrospective Meeting

SCRUMstudy

Retrospect Sprint. In this process, the Scrum Master and Scrum Team meet to discuss the lessons learned throughout the Sprint. This information is documented as lessons learned, which can be applied to future Sprints. As a result of this discussion, there may be Agreed Actionable Improvements or Updated Scrum Guidance Body Recommendations. Agreed Actionable Improvements are the primary output of this process.

Meeting 84
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Introduction to HTTP Live Streaming: HLS on Android and More

Toptal

Despite its age, HTTP Live Streaming (HLS) remains a widely used standard in adaptive bitrate video and a de-facto Apple alternative to MPEG-DASH. In this tutorial, Toptal Java Developer Tomo Krajina explains what makes HLS tick and demonstrates how to create an HLS player in Android.

Video 81
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Blockchain Templates: Amazon Making Technology Mainstream

CTOvision

It might just be me, but the news of Amazon’s blockchain templates has got me very excited. I can assure you that it’s not the thought of a blockchain template though that is the exciting bit. What has got me jumping for joy and so should the rest of the blockchain world, is that one of the [.].

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Women in Agile: Finding Sustainable Pace

Accenture

Once again, the Women in Agile session packed the house, this time at the Keep Austin Agile conference in Austin, Texas. Around 120 women and men gathered around for the purpose of building a network where love and connectivity flourish, and the community collectively supports and inspires other women working in the Agile field. The movement is beginning to gain momentum: After sessions at Agile 2017 and SAFe Summit 2017, more Women in Agile chapters are beginning to crop up around the country.

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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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Apple’s new Core ML 2 Framework promises faster and smaller AI, Google opts out of Project Maven, Nvidia launches two AI Platforms

CTOvision

The following are some of the Artificial Intelligence topics we are following: Apple’s Core ML 2 is 30% faster, cuts AI model sizes by up to 75% The iPhone maker is training its guns on artificial intelligence with its new Core ML 2 Framework which promises to help devs cut AI model sizes by 75 [.].

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What’s Next for Hybrid App Developers? (Sponsored)

David Walsh

The story of hybrid application development is a never-ending one. Each framework has to continuously strive and innovate to remain relevant, and the discussion of which framework to use is a question often asked. Most hybrid applications are built using a combination of HTML, CSS, and JavaScript. These applications can range from WebView-based solutions (such as Cordova/PhoneGap) to ones that aren’t actually “hybrid”, but run natively on device (such as NativeScript ).

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Universal Cloud Networking with Arista 7170

Arista

There is a shift happening in the world of Artificial Intelligence requiring a new breed of servers, storage and cloud networks. Artificial intelligence applications for patterns, photos and speech recognition have driven a processor evolution from CPUs to NPUs to now, GPUs. Networking is witnessing a parallel evolution and pushing the scale of shuttling massive data between machines.

Network 48
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IoT Insights Part 1: A Story of Embedded Software in the IoT World

Gorilla Logic

In this blog series, you will explore the rise of IoT and how Gorillas are adapting to the trend. In this post, I introduce IoT from an embedded software – or systems – perspective. In the next post, I will show how Gorillas have developed full-fledged serverless solutions using AWS. About two years ago I paid a visit to my university and some teachers and I were discussing the possibility of opening an embedded software lab for the students.

IoT 47
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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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Do collaborations tools help or hinder? An Open Letter To Microsoft & LinkedIn

Rapid BI

Microsoft and LinkedIn have the power to change the way we do business and collaborate – but have they blown it? Over the years I have used many collaborative tools. I was also part of an external team of people supporting IBM Social Business platform Connections. Now that product although used extensively internally has never […]. The post Do collaborations tools help or hinder?

Tools 51
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A Digital Ecommerce Transformation – 2012 Organizational Diversions – Part XXI

Joel Crabb

Part XXI of a multipart series. To start at the beginning goto Part I. This is the last entry before we actually get to Holiday 2012. But before we get there I would be remiss if I didn’t document the organizational changes that happened over the course of 2012, and how we fought to keep our project intact. If you go back to 2012 and take a look at the TWLER stock price, you’ll see that bad things were afoot.

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Delivering Even More Value in Serverless

CloudZero

All Your Reasons Belong to Serverless. At CloudZero, we love working with Serverless Systems for all the reasons, including but not limited to focus on business value, ease of responsibility segregation, and shift in engineering focus. When I’m ready to write and execute code in a Serverless System, I reach for a FaaS platform like AWS Lambda. Tools like Serverless Framework and AWS SAM CLI help prime the pump 1 , but I’m still not immediately writing business value code.

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Strong feedback loops make strong software teams

SIG

Enhance overall code quality through a blend of interpersonal communication and tool-based analysis. By Evelyn van Kelle Software quality takes time. And good quality products come from properly working feedback loops. Timely feedback can mean clarity over confusion; a validation of assumptions can mean shorter development cycles. For example, let’s say you have […].

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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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Refactoring a Koa app - or how I learned a lot about modern JavaScript while refactoring an old app

Marcusoft

I have learned so much by following the Koa Js community and framework over the years. My first post on the topic was written in March 2014, when Koa was just a little tiny bird trying out its wings (look up that reference…). From that point I’ve written many posts , done a few screencasts for fun and other for profit. 4 years (MY GOD!) is a long period but in the JavaScript world it’s eons of time.

Testing 40
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How to pass variables to a Docker container when building a Node app

Federico Cargnelutti

Environment variables are declared with the ENV statement and are notated in the Dockerfile either with $VARIABLE_NAME or ${VARIABLE_NAME}. Passing variables at build-time. The ENV instruction sets the environment variable to the value. The environment variables set using ENV will persist when a container is run from the resulting image. For example: FROM node:9 ENV PORT 3000 ENV NODE_ENV development.

How To 40
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Refactoring a Koa app (part II) - refactoring the tests

Marcusoft

This is the second post in a series where I refactor an old (4 years) code base (an API written in Koa ) to modern Javascript and tools. Here are all the posts in the series. Part I - get the tests to run. Part II - where we clean up the test code a bit - this post. Part III - where we start to move over to async/await testing. Part IV - where finally do something about the production code, and fix the other parts of the application.

Testing 40
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Hitting that Quota: Recapping the Battery Ventures Sales Summit

Battery Ventures

What does it take to build and scale a winning sales organization? Last month Battery convened more than 100 sales leaders to explore this topic. Featuring panelists from Salesforce, SAP, Coupa*, Glassdoor*, AppDynamics*, EventBrite, Marketo* and others, the Battery Sales Summit brought together sales practitioners from across the Battery portfolio and beyond to share thoughts and best practices.

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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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Refactoring a Koa app (part III) - async tests

Marcusoft

This is the third post in a series where I refactor an old (4 years) code base (an API written in Koa ) to modern Javascript and tools. Here are all the posts in the series. Part I - get the tests to run. Part II - where we clean up the test code a bit. Part III - where we start to move over to async/await testing - this post. Part IV - where finally do something about the production code, and fix the other parts of the application.

Testing 40
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Making Processes Lean Isn’t Lean Enough

Cutter Consortium

Copycats abound for the Toyota Production System (TPS), which for years has been held out as the benchmark for Lean processes. There’s a widely-held belief that practicing Lean means eliminating waste in a process or in an organization, as the TPS does. But that’s wrong-headed; it’s much more than that. According to Srinivas Garapati , author of Core Thinking Patterns for Lean/Agile Organizations , to be truly Lean, organizations must also understand and incorporate the “why be Lean”, taking int

Agile 40
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Refactoring a Koa app (part IV) - update the production code

Marcusoft

This is the fourth post in a series where I refactor an old (4 years) code base (an API written in Koa ) to modern Javascript and tools. Here are all the posts in the series. Part I - get the tests to run. Part II - where we clean up the test code a bit. Part III - where we start to move over to async/await testing. Part IV - where finally do something about the production code, and fix the other parts of the application - this post.

Testing 40
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Strong feedback loops make strong software teams

SIG

Enhance overall code quality through a blend of interpersonal communication and tool-based analysis. By Evelyn van Kelle Software quality takes time. And good quality products come from properly working feedback loops. Timely feedback can mean clarity over confusion; a validation of assumptions can mean shorter development cycles. For example, let’s say you have […].

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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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Refactoring a Koa app (part V) - refactoring the root app

Marcusoft

This is the fifth and last post in a series where I refactor an old (4 years) code base (an API written in Koa ) to modern Javascript and tools. Here are all the posts in the series. Part I - get the tests to run. Part II - where we clean up the test code a bit. Part III - where we start to move over to async/await testing. Part IV - where finally do something about the production code, and fix the other parts of the application.

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A Digital Ecommerce Transformation – 2012 Organizational Diversions – Part XXI

Joel Crabb

Part XXI of a multipart series. To start at the beginning goto Part I. This is the last entry before we actually get to Holiday 2012. But before we get there I would be remiss if I didn’t document the organizational changes that happened over the course of 2012, and how we fought to keep our project intact. If you go back to 2012 and take a look at the TWLER stock price, you’ll see that bad things were afoot.

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Finally, we can talk about SAP HANA on Nutanix!

Nutanix

We’ve been struggling for months now to hold our tongues and not prematurely talk about this popular topic. We are at the cusp of yet another exciting and natural next step for the Nutanix Enterprise Cloud OS based on hyperconverged infrastructure (HCI), as we continue to expand into the core of the enterprise data center.