article thumbnail

What is a data architect? Skills, salaries, and how to become a data framework master

CIO

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.

Data 320
article thumbnail

Frugality meets Accuracy: Cost-efficient training of GPT NeoX and Pythia models with AWS Trainium

AWS Machine Learning - AI

A generative pre-trained transformer (GPT) uses causal autoregressive updates to make prediction. Variety of tasks such as speech recognition, text generation, and question answering are demonstrated to have stupendous performance by these model architectures. Both are decoder models following similar architectural design as Chat GPT3.

AWS 89
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Big Data in Healthcare: Sources and Real-World Applications

Altexsoft

In this article, we will explain the concept and usage of Big Data in the healthcare industry and talk about its sources, applications, and implementation challenges. What is Big Data and its sources in healthcare? So, what is Big Data, and what actually makes it Big? Let’s see where it can come from.

Big Data 116
article thumbnail

O’Reilly’s top 20 live online training courses of 2020

O'Reilly Media - Ideas

A big contributor to O’Reilly’s continued success during these unprecedented times has been its live virtual training courses. And individual O’Reilly members are looking to build and expand on their technical skills in everything from software architecture and microservices to AI and programming languages.

Course 104
article thumbnail

Big Data Engineer: Role, Responsibilities, and Job Description

Altexsoft

Big data can be quite a confusing concept to grasp. What to consider big data and what is not so big data? Big data is still data, of course. Big data is tons of mixed, unstructured information that keeps piling up at high speed. Data engineering vs big data engineering.

article thumbnail

Innovating Services for a Digital, Intelligent Future

CIO

These solutions are designed around the service lifecycle of “planning, construction, training, optimisation, operation and maintenance,” to address various stages of development. Also according to Mr. Li “AI is profoundly impacting the digital economy and driving the transformation of industries.”

article thumbnail

AIMMO bags $12M Series A to advance data labeling technology  

TechCrunch

Most artificial intelligence models are trained through supervised learning, meaning that humans must label raw data. Data labeling is a critical part of automating artificial intelligence and machine learning model, but at the same time, it can be time-consuming and tedious work.