AWS Machine Learning - AI

NOVEMBER 1, 2024

We discuss the important components of fine-tuning, including use case definition, data preparation, model customization, and performance evaluation. We also provide insights on how to achieve optimal results for different dataset sizes and use cases, backed by experimental data and performance metrics.

Artificial Inteligence 95

Artificial Inteligence Generative AI Training Metrics 95

Kaseya

DECEMBER 4, 2019

If you are an MSP, you know how good you are at managing your clients’ systems. And to do so, they must measure a few important metrics that when analyzed can help the MSPs achieve their business goals. 8 Important Metrics Every MSP Must Monitor. 8 Important Metrics Every MSP Must Monitor. Monthly Recurring Revenue (MRR).

Metrics 22

Metrics .Net Systems Review eBook 22

James Shore

FEBRUARY 1, 2019

Some people use code coverage metrics as a way of enforcing the habits they want. Non-functional attributes emerge from the system as a whole, so even a codebase with 100% coverage can have problems. Here's the thing about TDD. So if you're doing TDD, any code you want to cover is ipso facto covered.

Software Review 110

Software Review Systems Review Testing TDD 110

AWS Machine Learning - AI

NOVEMBER 20, 2024

To evaluate the effectiveness of a RAG system, we focus on three key metrics: Answer relevancy – Measures how well the generated answer addresses the user’s query. By implementing dynamic metadata filtering, you can significantly improve these metrics, leading to more accurate and relevant RAG responses.

Artificial Inteligence 115

Artificial Inteligence Applications Knowledge Base Generative AI 115

xmatters

JANUARY 7, 2025

More specific definitions mention that a workflow involves a multi-step sequence, more than one person, and data transfer from one step to the next. Approval Workflow: Approval workflows are designed for tasks requiring review or authorization at various stages. Simply put, a workflow is a sequence of steps that accomplishes a task.

Software Review 98

Software Review Technical Review DevOps Systems Review 98

Perficient

MARCH 8, 2025

This framework explores how institutions can move beyond performative gestures toward authentic integration of responsible design principles throughout their operations, creating systems that consistently produce outcomes aligned with broader societal values and planetary boundaries. The Institutional Imperative What is Responsible Design?

Sustainability 72

Sustainability Systems Review Culture Social 72

Exadel

AUGUST 6, 2021

Metrics play a huge role in almost every sphere of life. The goal of software testing metrics is to improve the efficiency and effectiveness of the testing process and help make better decisions for further testing. Why Are Software Testing Metrics Important? Metrics will help you know for sure. Easy decision-making.

Metrics 98

Metrics Software Review Testing Quality Assurance 98

Exadel

AUGUST 6, 2021

Metrics play a huge role in almost every sphere of life. The goal of software testing metrics is to improve the efficiency and effectiveness of the testing process and help make better decisions for further testing. Why Are Software Testing Metrics Important? Metrics will help you know for sure. Easy decision-making.

Metrics 98

Metrics Software Review Testing Quality Assurance 98

CIO

JUNE 21, 2024

A service-level agreement (SLA) defines the level of service expected by a customer from a supplier, laying out metrics by which that service is measured, and the remedies or penalties, if any, should service levels not be achieved. Metrics should be designed so bad behavior by either party is not rewarded. What is an SLA?

Technical Review 144

Technical Review Metrics Software Review Systems Review 144

OverOps

MARCH 26, 2019

Some of the other contributing factors to this obscene number are issues with legacy systems ($596 billion), time and investment wasted on cancelled projects ($54 billion) and, the factor that we’ll focus on in this post, technical debt ($511 billion). In fact, software failures accounted for more than a trillion dollars on their own.

Technical Review 214

Technical Review Report Weak Development Team Software Review 214

CIO

NOVEMBER 13, 2023

Lack of vision A common reason digital transformation fails is due to a lack of vision, which along with planning is the foundation for digital success. Digital transformation is about envisioning new ways of doing business, reimagining business processes, transforming business/systems architecture, and changing an organization’s culture.

Technical Review 215

Technical Review Weak Development Team Systems Review Culture 215

AWS Machine Learning - AI

SEPTEMBER 6, 2024

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. FMEval is a comprehensive evaluation suite from Amazon SageMaker Clarify , providing standardized implementations of metrics to assess quality and responsibility. Question Answer Fact Who is Andrew R.

Generative AI 90

Generative AI Metrics Artificial Inteligence Systems Review 90

CIO

JULY 23, 2024

Moreover, confusion about the definition of AI may also lead to unintentional overhyping of AI capabilities, observers say. To avoid regulatory scrutiny, companies should create a definition of AI for use internally and in regulatory filings. Now, user companies, rather than technology vendors, may be tempted to do the same.

Artificial Inteligence 197

Artificial Inteligence Technical Advisors Technical Review Generative AI 197

Netflix Tech

FEBRUARY 14, 2025

It requires a state-of-the-art system that can track and process these impressions while maintaining a detailed history of each profiles exposure. In this multi-part blog series, we take you behind the scenes of our system that processes billions of impressions daily.

Systems Review 66

Systems Review Technical Review Data Metrics 66

Altexsoft

JULY 26, 2021

That’s why we need metrics. When it comes to DevOps, the metrics should suit specific practices and processes, so the progress becomes measurable. In this article, we’ll explore some of the most important metrics used to track DevOps processes and measure their success. So let’s discuss it before we jump to actual metrics.

Metrics 98

Metrics DevOps Weak Development Team Software Review 98

Perficient

NOVEMBER 20, 2024

Additionally, managing this approach requires structuring and maintaining numerous prompts and class definitions, adding to its complexity. Example Use Case: Intent Detection for Airline Customer Service Let’s consider an airline company using an automated system to respond to customer emails.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

TechCrunch

AUGUST 5, 2021

The growth industry is definitely maturing. And you see that mature growth teams need this kind of software to really level up and manage these trends that are putting stress on their process due to the growth of their company. What trends are you seeing in the growth hacking world right now? What do startups continue to get wrong?

Course 260

Course Marketing Sustainability Software Review 260

Honeycomb

OCTOBER 12, 2021

If you’ve used a traditional metrics dashboard, you’ve used a time series database. Even though metrics are cheap to generate, they were historically quite costly to store. TSDBs are therefore ubiquitous nowadays because they’re specifically optimized for metrics storage. Importantly, metrics change over time.

Metrics 145

Metrics Software Review Systems Review Technical Review 145

CIO

DECEMBER 12, 2022

Seventy percent of executives say that IT complexity has been a growing challenge for their organization over the past two years, according to Broadcom Software-sponsored research by Harvard Business Review Analytic Services. The more complex whatever you’re trying to do, by definition, the riskier it is.” “A

Software Review 165

Software Review Fractional CTO Strategy Software 165

CIO

NOVEMBER 17, 2023

MSP’s business models are typically defined by the following commonalities: Service delivery: MSPs assume responsibility for specific IT systems and functions on behalf of their clients, managing them proactively, either remotely via the cloud or onsite. Take, for example, legacy systems.

Technical Review 195

Technical Review Artificial Inteligence Systems Review Disaster Recovery 195

Mentormate

NOVEMBER 13, 2019

Michael O’Brochta, the renowned creator of the CIA’s project management and system engineering training and certification program, says: “The future of successful project management involves being more successful more of the time”. Definition. Descriptive criteria include metrics and/or targets to reach at delivery. Measurement.

Metrics 39

Metrics Technical Advisors Systems Review Project Management 39

Honeycomb

JANUARY 24, 2024

Observability has three pillars: metrics, logs, and traces.” This isn’t exactly true, but it’s definitely true of a particular generation of tools—one might even say definitionally true of a particular generation of tools. But logs are expensive and everybody wants dashboards… so we buy a metrics tool. Observability 1.0

Tools 143

Tools Metrics Software Review Engineering 143

Hacker Earth Developers Blog

DECEMBER 13, 2024

Key metrics for assessing troubleshooting skills When evaluating troubleshooting abilities, focus on metrics that reveal both technical competency and approach. Problem Analysis Definition: The ability to break down complex problems into smaller, manageable components. Heres what to assess: 1.

Technical Review 130

Technical Review How To Software Review Recruiting 130

Evolution4all

JUNE 14, 2018

Saying you want to significantly increase your sales is not definitive and measurable, rather abstract. Thus, it should include a Key Performance Indicator (KPI) that is quantified through a metric. Step #4: Review and analyse. You may find yourself revising your objectives or key results as you review your initial list.

Strategy 247

Strategy Systems Review Performance KPI 247

TechCrunch

JANUARY 16, 2021

Do you expect to see a surge in more founders coming from geographies outside major cities in the years to come, with startup hubs losing people due to the pandemic and lingering concerns, plus the attraction of remote work? Definitely see changes in evolution of young startups given the behavioral changes caused by COVID.

Technical Review 354

Technical Review Software Review Trends Systems Review 354

TechCrunch

APRIL 10, 2022

Between his roles as co-leader of Mayfield Fund’s engineering biology practice and founder at IndieBio, Arvind Gupta reviewed approximately 470 startup pitches last year. “In 10 days, I can do the primary research and work with the founders to come to a conclusion there.

Technical Review 217

Technical Review Software Review Systems Review Marketing 217

Honeycomb

NOVEMBER 10, 2021

The Linux version we were using had a bug causing EXT4 file system corruptions and crashes on our retriever instances (our main column store and query engine). . The back-pressure caused ingestion delays and crashed production Kafka metrics reporters, making it look like a production outage to our redundant alerting systems.

Systems Review 141

Systems Review Software Review Lambda Metrics 141

CIO

JUNE 11, 2024

A 1958 Harvard Business Review article coined the term information technology, focusing their definition on rapidly processing large amounts of information, using statistical and mathematical methods in decision-making, and simulating higher order thinking through applications.

Weak Development Team 204

Weak Development Team Technical Review Culture CTO Coach 204

CIO

JUNE 25, 2024

Another consideration is having a clear definition of expectations. In one project, Sonty engaged a consultancy firm specializing in education technology to implement a learning management system tailored to the college’s unique needs, resulting in improved student engagement and retention rates.

How To 184

How To Metrics Project Management Technical Review 184

Xebia

MARCH 28, 2024

It’s great that data analytics is now more accessible than ever for anyone to get involved in due to all of these new tools, but this has a lot of risks that are not often discussed. Teams creating their own data definitions. The definition of revenue is a typical example of a metric that can be defined in many different ways.

Data 130

Data Technical Review Analytics Systems Review 130

xmatters

DECEMBER 10, 2024

Mean time to repair (MTTR), sometimes referred to as mean time to resolution, is a popular DevOps and site reliability engineering (SRE) team metric. However, in this article, we look at how long it takes to reach a resolution since this is the more commonly accepted definition that deeply impacts customer satisfaction. What is MTTR?

Weak Development Team 98

Weak Development Team Systems Review Software Review Metrics 98

James Shore

JANUARY 31, 2019

Some people use code coverage metrics as a way of enforcing the habits they want. Non-functional attributes emerge from the system as a whole, so even a codebase with 100% coverage can have problems. Here's the thing about TDD. So if you're doing TDD, any code you want to cover is ipso facto covered.

Software Review 76

Software Review Testing Systems Review TDD 76

Netflix Tech

FEBRUARY 10, 2021

Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.

Systems Review 93

Systems Review System Engineering Applications 93

Netflix Tech

JUNE 14, 2023

And we definitely couldn’t replay test non-functional requirements like caching and logging user interaction. So, we relied on higher-level metrics-based testing: AB Testing and Sticky Canaries. To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render.

Metrics 142

Metrics Testing Video Tools 142

TechCrunch

MAY 3, 2023

Spawning created HaveIBeenTrained , a website that allows creators to opt out of the training data set for one art-generating AI model, Stable Diffusion v3 , due to be released in the coming months. Spawning’s metrics speak for themselves. Spawning says that 30,000 domains to date have been registered in the system.

Generative AI 214

Generative AI Training Software Review Technical Review 214

Hacker Earth Developers Blog

NOVEMBER 19, 2024

This is where recruiting metrics come into play. Recruitment metrics provide highly valued data points that will guide you in determining the best channels, saving more on resources, and ultimately boosting outcomes. Let’s take it from the basics to spot the key metrics you need to follow and why.

Recruiting 189

Recruiting Metrics Weak Development Team Technical Review 189

Accenture

DECEMBER 2, 2019

Here is the definition of a project provided by the Project Management Institute (PMI): A project has a defined beginning and end in time and is unique in that it is not a routine operation, but a specific set of operations designed to accomplish a singular goal and often includes people who don’t usually work together. Follow the Work”.

Systems Review 28

Systems Review Budget Report Metrics 28