CIO

JULY 14, 2023

In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data. Every company will be doing that,” he adds. “In

Generative AI 246

Generative AI Artificial Inteligence Open Source ChatGPT 246

Mentormate

JANUARY 11, 2022

Sure, you might get lucky and find the right person with the right skills in the right geography, but it’s not realistic to scale up and retain a larger engineering organization that way. Only the largest engineering organizations have the scale to make this kind of continuous investment. Where Did All the People Go?

Technical Review 98

Technical Review Trends Off-The-Shelf Software Review 98

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 118

Off-The-Shelf Artificial Inteligence Machine Learning Weak Development Team 118

The Accidental Successful CIO

MAY 12, 2021

These BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts and maps designed to provide users with detailed intelligence about the state of the business. The challenge that CIOs are facing is how best to make use of these new tools?

Business Intelligence 90

Business Intelligence Business Analytics Analytics Off-The-Shelf 90

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 66

Open Source Analytics Software Review Metrics 66

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 93

System Artificial Inteligence Machine Learning Training 93

Altexsoft

FEBRUARY 22, 2022

Taking good care of your fleet assets pays off by prolonging their lifecycle, increasing efficiency, and reducing the probability of failures. Prevention is better than cure. If you think vehicle breakdowns are inevitable, we got news for you. These risks and losses can – and have to! – be avoided with proactive maintenance.

Software Review 52

Software Review Technical Review Software Technology 52

Altexsoft

JUNE 6, 2019

In-store cameras and sensors detect each product one takes from a shelf, and items are being added to a virtual cart while a customer proceeds. Physical stores still have a lion’s share of sales, but the tendency of the growing demand for online experiences shouldn’t be ignored. Source: Forrester Consulting. Amazon Go stores.

Artificial Inteligence 89

Artificial Inteligence Artificial Intelligence Retail Innovation 89

Altexsoft

FEBRUARY 8, 2021

diversity of sales channels, complex structure resulting in siloed data and lack of visibility. There are two main approaches to demand planning: Traditional statistical methods make forecasts based on historical data and assume the continuation of existing trends. Supply chain management process. Everything starts with a plan.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

Altexsoft

APRIL 13, 2023

Leading executives focus on building resilient and intelligent supply chains that can withstand the turmoil due to data-based proactive decisions. “Control towers are the artificial intelligence (AI) of supply chain. Everyone wants to have it, but nobody quite knows how it works.” Christian Titze, vice president analyst at Gartner.

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. Wednesday?—?December

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. Wednesday?—?December

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Altexsoft

JANUARY 27, 2022

In this post, we explore what’s going on behind the scenes of traffic prediction, which data is used, which technologies and algorithms are implemented, and how to get that desired forecast to your screen. Devices used to collect this data are. Multiple logistics-related businesses heavily rely on the accuracy of these calculations.

Artificial Inteligence 69

Artificial Inteligence Machine Learning Transportation Network 69

Altexsoft

DECEMBER 7, 2021

It’s traffic, broken vehicles, alarm problems, alien visits… Whatever the case this time, you swallow another excuse, have your time wasted, and probably feel annoyed, angry, or upset, depending on your character type. In business, time is money. Experts calculated that it was holding up trade with a total daily value of $9.6 ETA vs ETDel.

How To 52

How To Artificial Inteligence Software Review Systems Review 52

Altexsoft

OCTOBER 3, 2019

Mark Huselid and Dana Minbaeva in Big Data and HRM call these measures the understanding of the workforce quality. 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.

Analytics 16

Analytics Company Off-The-Shelf How To 16

Altexsoft

JUNE 11, 2021

an also be described as a part of business process management (BPM) that applies data science (with its data mining and machine learning techniques) to dig into the records of the company’s software, get the understanding of its processes performance, and support optimization activities. What is process mining? Process mining ?an

Applications 69

Applications Weak Development Team Software Review Systems Review 69

Altexsoft

OCTOBER 21, 2022

It offers high throughput, low latency, and scalability that meets the requirements of Big Data. The technology was written in Java and Scala in LinkedIn to solve the internal problem of managing continuous data flows. What does the high-performance data project have to do with the real Franz Kafka’s heritage?

Weak Development Team 93

Weak Development Team Technical Review Systems Review Open Source 93

O'Reilly Media - Ideas

MARCH 31, 2020

We won’t go into the mathematics or engineering of modern machine learning here. All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data.

Product Management 136

Product Management Artificial Inteligence Machine Learning Weak Development Team 136

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. In 2019, Netflix moved thousands of container hosts to bare metal.

AWS 15

AWS Open Source Linux Engineering Management 15

Erik Bernhardsson

AUGUST 4, 2019

This is a blog post originally featured on the Better engineering blog. If you want to link to this article or share it, please go to the original post URL ! Separately, I’m sorry it’s been so long with no posts on this blog. Between kids, moving, and being a startup CTO, I’ve been busy. Lots of companies need to analyze conversion rates.

Weak Development Team 100

Weak Development Team Analysis Off-The-Shelf Groups 100

Erik Bernhardsson

AUGUST 4, 2019

This is a blog post originally featured on the Better engineering blog. If you want to link to this article or share it, please go to the original post URL ! Separately, I’m sorry it’s been so long with no posts on this blog. Between kids, moving, and being a startup CTO, I’ve been busy. Lots of companies need to analyze conversion rates.

Weak Development Team 57

Weak Development Team Analysis Off-The-Shelf Groups 57