CIO

NOVEMBER 27, 2024

Once the province of the data warehouse team, data management has increasingly become a C-suite priority, with data quality seen as key for both customer experience and business performance. But along with siloed data and compliance concerns , poor data quality is holding back enterprise AI projects.

Data 211

Data Enterprise Weak Development Team Software Review 211

O'Reilly Media - Data

MARCH 22, 2018

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., There is also a trade off in balancing a model’s interpretability and its performance.

Off-The-Shelf 116

Off-The-Shelf Artificial Inteligence Machine Learning Weak Development Team 116

OverOps

NOVEMBER 13, 2018

For now, teams have already started applying some ML to in-house monitoring practices, and some have adopted off-the-shelf AI solutions like Splunk’s IT Service Intelligence or Moogsoft’s AIOps tool. AIOps seems to be all the rage these days, and it’s not hard to figure out why. Let’s do it. NEW POST ??

Artificial Inteligence 145

Artificial Inteligence Tools Machine Learning Artificial Intelligence 145

OverOps

NOVEMBER 13, 2018

For now, teams have already started applying some ML to in-house monitoring practices, and some have adopted off-the-shelf AI solutions like Splunk’s IT Service Intelligence or Moogsoft’s AIOps tool. AIOps seems to be all the rage these days, and it’s not hard to figure out why. Let’s do it. NEW POST ??

Artificial Inteligence 124

Artificial Inteligence Tools Machine Learning Artificial Intelligence 124

Henrik Warne

MAY 26, 2019

I really liked that the authors have thought hard about what to measure in order to get objective yet useful metrics. I really liked that the authors have thought hard about what to measure in order to get objective yet useful metrics. One key finding of the research is that there is no trade-off between tempo and stability.

Software Review 112

Software Review Systems Review Weak Development Team DevOps 112

Altexsoft

FEBRUARY 28, 2020

Or a developer failed to test the app with real users to verify usage scenarios, hoping his idea will take off by itself. Why did you favor this tool over the thousands of similar ones? Maybe because of its stylish and easy interface, flawless work, or affordability. Besides, your close friends use this app too. A huge event.

How To 131

How To Weak Development Team Technical Review Technical Advisors 131

O'Reilly Media - Ideas

MARCH 31, 2020

Instead of writing code with hard-coded algorithms and rules that always behave in a predictable manner, ML engineers collect a large number of examples of input and output pairs and use them as training data for their models. You’re responsible for the design, the product-market fit, and ultimately for getting the product out the door.

Product Management 135

Product Management Artificial Inteligence Machine Learning Weak Development Team 135

O'Reilly Media - Ideas

OCTOBER 13, 2020

The field of AI product management continues to gain momentum. As the AI product management role advances in maturity, more and more information and advice has become available. One area that has received less attention is the role of an AI product manager after the product is deployed.

Product Management 109

Product Management Artificial Inteligence UI/UX Off-The-Shelf 109

Altexsoft

JANUARY 17, 2020

So how can entrepreneurs sleep soundly knowing they’re building the right thing that won’t wind up on the shelf? It will take a while and won’t necessarily pay off. Delayed decisions: put it off until you have enough data to draw an informed conclusion. There’s no universal management paradigm for freshly minted companies.

Off-The-Shelf 20

Off-The-Shelf Metrics Minimum Viable Product Innovation 20

Altexsoft

OCTOBER 3, 2019

The day may come when a seasoned professional tells you or your colleague about their plan to leave the company in a month. This situation isn’t extraordinary: managers and HR specialists of any organization have been there. What’s clear is that employees and managers will have work to do. The problem can be viewed on a greater scale.

Analytics 16

Analytics Company Off-The-Shelf How To 16

N2Growth Blog

JULY 6, 2010

The basic flaw in most arguments in support of CEO term limits stems from a belief that tenure is somehow a very relevant metric, and that there is some mystical optimum time to serve. Any such argument in my opinion is rooted either in flawed business logic or politically correct rhetoric (usually one in the same).

Weak Development Team 122

Weak Development Team Leadership Off-The-Shelf Metrics 122

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos.

Artificial Inteligence 108

Artificial Inteligence Training Off-The-Shelf Metrics 108

Openxcell

MARCH 31, 2023

Contrary to commercial, off-the-shelf software (COTS), custom software development aims at facilitating specific tasks as required by the business or company. Few such tailor-made software examples include software applications developed for Apple, McDonalds, Google, etc. billion in 2022 to $334.86 billion in 2022 to $334.86

Software Development 52

Software Development Examples Software Development 52

The Accidental Successful CIO

OCTOBER 12, 2022

All too often they end up building something new rather than buying off the shelf. The answer is that CIOs are not using business metrics to influence investment. However, this is where things can start to get a bit complicated. Where Is The Money Going? Let’s face it, our companies spend a lot of money on technology.

Budget 52

Budget Off-The-Shelf Weak Development Team Cloud 52

Flexagon

JANUARY 25, 2023

With our new customizable dashboards , we gather metrics and insights from development and delivery processes, including DORA (DevOps Research and Assessment) metrics , to facilitate continuous improvement. With the release of FlexDeploy 6.0 We also added support for Rollback, Dependency Analysis and advanced our Comparison reports.

UI/UX 78

UI/UX Software Review Off-The-Shelf DevOps 78

O'Reilly Media - Ideas

FEBRUARY 20, 2019

For example, at our recent AI Conference in London, two talks— Ashok Srivastava of Intuit and Johnny Ball of Fluidy —presented business applications for AI aimed at establishing safety nets for small businesses. For example, within the past few years, it’s become common practice in U.S.

Survey 93

Survey Artificial Inteligence Technical Review Artificial Intelligence 93

O'Reilly Media - Ideas

AUGUST 8, 2019

For example, according to a recent New York Times article , in the US, “nearly one out of three people listen to at least one podcast every month.” For example, having read many podcast transcripts, we can attest that transcripts from spoken conversations still require a lot of editing.

Guidelines 45

Guidelines Applications Artificial Inteligence Off-The-Shelf 45

Altexsoft

JANUARY 28, 2021

For example: The task: Invoice processing often involves work with different file formats submitted by a client. Power RPA by microsoft, an example of a software interface for robot configuration. No matter the size of a business, there are always some processes keeping it afloat. What is Robotic Process Automation?

Examples 52

Examples Technical Review Software Review Software 52

CircleCI

MARCH 3, 2021

For example, with a product such as LinkedIn, the goal is to keep visitors engaged with the platform by visiting the platform often, and when on the website, to stay on the site as long as possible. Growth engineering is a practice in which product, engineering, and design support a company’s growth efforts from within the product itself.

Engineering 64

Engineering DevOps Company Off-The-Shelf 64

The Citus Data

MARCH 12, 2022

The first sections explore the different types of application workloads and their characteristics, plus the off-the-shelf benchmarks that are commonly used for each. So instead, you will likely want to run an off-the-shelf benchmark with a workload that is very similar to your own.

Azure 105

Azure Performance How To Off-The-Shelf 105

Altexsoft

APRIL 13, 2021

Look at just one example: WeSure, the insurance platform stemming from the messaging app WeChat, celebrated over 55 million users on its second anniversary. Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company. Not in China though. Of course, not.

Artificial Inteligence 87

Artificial Inteligence Machine Learning Insurance Technical Review 87

Strategic Tech

MARCH 26, 2019

A software developer with a computer science degree will produce the same quality of work as any other software developer with a computer science degree. It makes business sense to hire cheap programmers and put in place a standard process. Productivity of software teams, over the short and long-term, can vary by many orders of magnitude.

Software Engineering 76

Software Engineering Engineering Software Software Development 76

Sunflower Lab

JANUARY 15, 2021

For example, if you build a photo editing web app and you optimize your site, your users could find you if they search for terms like, “photo editing,” or “edit photos online.” If you’ve ever wondered what web app development is, you’ve come to the right place. More Cost Effective. Let’s start with the first thing on everyone’s mind: price.

Development 98

Development Software Review Systems Review Technical Review 98

Modus Create

JUNE 20, 2023

Micro frontends have immense benefits, but it’s not a technology you can use off the shelf. Note that most of these trends aren’t new but are finally emerging in the mainstream. Here’s what’s capturing the attention of global enterprises in 2023. billion in value. You can think of them as microservices but for UI.

Trends 75

Trends Development Serverless Technical Review 75

Netflix Tech

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

System 94

System Artificial Inteligence Machine Learning Training 94

CIO

JANUARY 2, 2025

The National Association of Corporate Directors (NACD) is considered by many to be the preeminent association supporting boards and directors to stay on the leading edge of corporate governance. Topics in the past have included risk governance and corporate culture. What is the impact of not knowing? Not caring?

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Altexsoft

FEBRUARY 24, 2020

An example of a product division structure in a large company. And what does it take to find the right person for the job? Too many queries are a natural thing considering the relative novelty of the title. Chief Product Officer or CPO is the head of the product department who bears the end-to-end responsibility for the product portfolio.

CTO 121

CTO Weak Development Team UI/UX Product Management 121

Altexsoft

OCTOBER 17, 2019

Data is the lifeblood of an organization and its commercial success. You probably heard these words from a conference lecturer or saw similar headlines online. In the first case, that’s accurate order details that you need. In the second case, you must segment customers based on their activity and interests.To Source: Skyscanner Facebook.

Tools 16

Tools Data Technical Advisors Technical Review 16

PowerSchool

JANUARY 28, 2021

Our goal in enhancing the Query Designer was to build efficiency into reporting for non-technical users, allowing them to build new dashboards or metrics through a simplified drag and drop experience and user-friendly design and layout. The Unified Insights system is designed to give every metric a unique identifier. October 20, 2020.

Off-The-Shelf 40

Off-The-Shelf Metrics Education Analytics 40

A List Apart

SEPTEMBER 13, 2018

By thinking about who the user is, what they’re trying to accomplish, and what environments they might be in when using our app, we already spot several performance necessities: a commuter, for example, will be accessing the app from their phone or a low-speed public wifi connection with spotty coverage. My sister loves dogs.

Weak Development Team 86

Weak Development Team Development Open Source Off-The-Shelf 86

Altexsoft

MAY 27, 2022

ouple of examples proving that ML-based predictions are worth investing in. Healthcare facilities and insurance companies would give a lot to know the answer for each new admission. Today, we can employ AI technologies to predict the date of discharge. Why is the length of stay important? days in 1960 to just 5.4 days in 1960 to just 5.4

How To 98

How To Healthcare Artificial Inteligence Machine Learning 98

Hu's Place - HitachiVantara

JANUARY 10, 2019

I will cover our strategy for utilizing it in our products and provide some example of how it is utilized to enable the Smart Data Center. Hitachi’s developers are reimagining core systems as microservices, building APIs using modern RESTful architectures, and taking advantage of robust, off-the-shelf API management platforms.

Data Center 73

Data Center Strategy Data Storage 73

Cloudera

JULY 24, 2023

In their effort to reduce their technology spend, some organizations that leverage open source projects for advanced analytics often consider either building and maintaining their own runtime with the required data processing engines or retaining older, now obsolete, versions of legacy Cloudera runtimes (CDH or HDP).

Open Source 67

Open Source Analytics Software Review Metrics 67

Altexsoft

OCTOBER 21, 2022

After trying all options existing on the market — from messaging systems to ETL tools — in-house data engineers decided to design a totally new solution for metrics monitoring and user activity tracking which would handle billions of messages a day. We describe information search on the Internet with just one word — ‘google’.

Weak Development Team 93

Weak Development Team Technical Review Systems Review Open Source 93

Netflix Tech

NOVEMBER 22, 2019

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint.

AWS 15

AWS Open Source Linux Engineering Management 15

Altexsoft

FEBRUARY 8, 2021

Managing a supply chain involves organizing and controlling numerous processes. diversity of sales channels, complex structure resulting in siloed data and lack of visibility. So, in this article, we’d like to elaborate on how analytics and BI software can benefit supply chain management in all its aspects. Supply chain management process.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

Altexsoft

APRIL 1, 2021

A 2020 US Emerging Jobs report by LinkedIn states one interesting fact: “ Careers in Robotics Engineering can vary greatly between software and hardware roles, and our data shows engineers working on both virtual and physical bots are on the rise.” — as written in the Robotics Engineering section. What is Robotic Process Automation in a nutshell.

Development 111

Development Software Review Technical Review Artificial Inteligence 111