John Snow Labs

MAY 24, 2023

The two important functions of this tool are: – Performing different types of labeling with various data formats. LabelBox LabelBox is an efficient AI Data Engine platform for AI assisted labeling, data curation, model training, and more. It annotates images, videos, text documents, audio, and HTML, etc.

Tools 52

Tools Machine Learning Artificial Inteligence Software Review 52

O'Reilly Media - Data

MARCH 22, 2018

This form of understanding could possibly be enabled using popular data exploration and visualization approaches, like hierarchical clustering and dimensionality reduction techniques. model comparison and performance evaluation. Such aggregated performance metric might be helpful in articulating the global performance of a model.

Off-The-Shelf 117

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 117

Altexsoft

DECEMBER 23, 2022

Whether your goal is data analytics or machine learning , success relies on what data pipelines you build and how you do it. But even for experienced data engineers, designing a new data pipeline is a unique journey each time. Data engineering in 14 minutes. Flexibility. ELT use cases. Please note!

Tools 52

Tools Software Review Systems Review Testing 52

Altexsoft

FEBRUARY 8, 2021

This approach demands significant investments in software, equipment, and human resources to create advanced data architecture, but the resulting accuracy and visibility are worth paying for. Comparison between traditional and machine learning approaches to demand forecasting. defect rate), customer service (i.e., Establish KPIs.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

O'Reilly Media - Ideas

JUNE 19, 2019

In a previous post , we noted some key attributes that distinguish a machine learning project: Unlike traditional software where the goal is to meet a functional specification, in ML the goal is to optimize a metric. Quality depends not just on code, but also on data, tuning, regular updates, and retraining.

Government 80

Government Artificial Inteligence Machine Learning Testing 80

O'Reilly Media - Ideas

JANUARY 25, 2024

Just a few notes on methodology: This report is based on O’Reilly’s internal “Units Viewed” metric. The data used in this report covers January through November in 2022 and 2023. Those gains only look small in comparison to the triple- and quadruple-digit gains we’re seeing in natural language processing.

Trends 117

Trends Technical Review Technology Artificial Inteligence 117

Altexsoft

JULY 18, 2023

Its flexibility allows it to operate on single-node machines and large clusters, serving as a multi-language platform for executing data engineering , data science , and machine learning tasks. Before diving into the world of Spark, we suggest you get acquainted with data engineering in general.

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

Kentik

JULY 19, 2017

Because “package tracking” in a large network is a big data problem, and traditional network management tools weren’t built for that volume of data. As a point of comparison, Fedex and UPS together ship about 20 million packages per day, with an average delivery time of about one day.

Big Data 40

Big Data Network Data Systems Review 40

Altexsoft

MAY 14, 2021

On top of that, new technologies are constantly being developed to store and process Big Data allowing data engineers to discover more efficient ways to integrate and use that data. You may also want to watch our video about data engineering: A short video explaining how data engineering works.

Big Data 78

Big Data Analytics Tools Applications 78

Altexsoft

NOVEMBER 22, 2019

Key performance metrics (KPIs) — such as Average Daily Rate (average price per room), occupancy rate (the percentage of available rooms), Revenue per Available Room (RevPAR). Previously, the only way data could get into the PMS was the manual input performed by a front-desk manager. Data processing in a nutshell and ETL steps outline.

Hotels 18

Hotels Data Technical Review Systems Review 18

Netflix Tech

SEPTEMBER 10, 2019

ABlaze: The standard view of analyses in the XP UI Suppose you’re running a new video encoding test and theorize that the two new encodes should reduce play delay, a metric describing how long it takes for a video to play after you press the start button. Our data scientists faced numerous challenges in our previous infrastructure.

Analysis 86

Analysis Metrics Software Review Testing 86

Netflix Tech

JANUARY 11, 2022

To learn about Analytics and Viz Engineering, have a look at Analytics at Netflix: Who We Are and What We Do by Molly Jackman & Meghana Reddy and How Our Paths Brought Us to Data and Netflix by Julie Beckley & Chris Pham. Curious to learn about what it’s like to be a Data Engineer at Netflix?

Data 97

Data Metrics Testing Analysis 97

Cloudera

MAY 18, 2021

The intent of this article is to articulate and quantify the value proposition of CDP Public Cloud versus legacy IaaS deployments and illustrate why Cloudera technology is the ideal cloud platform to migrate big data workloads off of IaaS deployments. Experience configuration / use case deployment: At the data lifecycle experience level (e.g.,

Cloud 83

Cloud Technical Review Storage Backup 83

O'Reilly Media - Ideas

JANUARY 25, 2022

We used data from the first nine months (January through September) of 2021. When doing year-over-year comparisons, we used the first nine months of 2020. Data analysis” and “data engineering” are far down in the list—possibly indicating that, while pundits are making much of the distinction, our platform users aren’t.

Trends 110

Trends Technical Review Technology Artificial Inteligence 110

O'Reilly Media - Ideas

JANUARY 25, 2021

We’re just saying that when you make comparisons, you have to be careful about exactly what you’re comparing. The biggest challenge facing operations teams in the coming year, and the biggest challenge facing data engineers, will be learning how to deploy AI systems effectively. The horse race? That’s just what it is.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145