AWS Big Data

OCTOBER 11, 2024

Prerequisite This post assumes you have the following resources set up: An active and running OpenSearch Service domain. Create an IAM role and user in the target account. Add a bucket policy. Register the repository and restore snapshots in the target domain. An S3 bucket to store the manual snapshots of your OpenSearch Service domain.

Snapshot 111

Snapshot Dashboards Management Testing 111

CIO Business Intelligence

JANUARY 9, 2025

Before LLMs and diffusion models, organizations had to invest a significant amount of time, effort, and resources into developing custom machine-learning models to solve difficult problems. These autoregressive models can ultimately process anything that can be easily broken down into tokens: image, video, sound and even proteins.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

Rocket-Powered Data Science

MARCH 20, 2023

Content includes reports, documents, articles, presentations, visualizations, video, and audio representations of the insights and knowledge that have been extracted from data. The insights are used to produce informative content for stakeholders (decision-makers, business users, and clients).

Data Warehouse 325

Data Warehouse Metadata Digital Transformation Machine Learning 325

O'Reilly on Data

NOVEMBER 28, 2023

Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). Several respondents also mentioned working with video: analyzing video data streams, video analytics, and generating or editing videos.

Enterprise 342

Enterprise Modeling Testing Reporting 342

O'Reilly on Data

SEPTEMBER 19, 2023

And that brings our story to the present day: Stage 3: Neural networks High-end video games required high-end video cards. You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. The solution led us to the next structural evolution.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

Smart Data Collective

JUNE 22, 2022

Many marketers are using AI to create higher quality video content. What Are the Benefits of AI Technology with Video Editing? Video content is becoming more and more popular these days. According to Wyzowl , people now watch approximately 19 hours of online video per week. However, editing videos is still a ton of work.

Software 124

Software Marketing Technology Machine Learning 124

CIO Business Intelligence

SEPTEMBER 19, 2024

Goldcast, a software developer focused on video marketing, has experimented with a dozen open-source AI models to assist with various tasks, says Lauren Creedon, head of product at the company. The value of DIY agentic AI Still, some companies see opportunity in the build-it-yourself approach.

IT 138

IT Cost-Benefit Consulting Modeling 138

Smart Data Collective

NOVEMBER 5, 2023

AI technology has been a gamechanger for the video streaming industry. Some of the largest video streaming services, such as Netflix and Hulu use AI to provide the highest quality video streaming benefits to their customers. Nonetheless, AI is clearly having a huge impact on the future of video streaming in other ways.

Cost-Benefit 130

Cost-Benefit Broadcasting Recreation/Entertainment Interactive 130

CIO Business Intelligence

AUGUST 16, 2024

Additionally, this has enabled the city to save roughly $1 million by avoiding wrong way accidents and reducing the resource costs associated with continuous patrolling. The goal, says Sherwood, is to work smarter while providing Vegas residents with the resources they want and need.

Recreation/Entertainment 134

Recreation/Entertainment Data Collection Technology Reporting 134

CIO Business Intelligence

JULY 1, 2024

Generating and maintaining awareness is notoriously challenging for small businesses, often working with limited in-house resources and without the budget for external marketing support. 1 But generative AI (genAI) could answer this challenge, unleashing a new wave of creativity for smaller businesses.

Sales 128

Sales Marketing Visualization Technology 128

datapine

MARCH 18, 2020

YouTube is a social network focused on videos. We have seen numerous cases where videos go viral, hence, this network shouldn’t be disregarded that easily. In fact, YouTube leads the way in regards to video platforms in the world, but also as the second largest search engine right after Google. Total Number of Video Views.

Reporting 178

Reporting Dashboards Metrics KPI 178

Smart Data Collective

JULY 4, 2022

Video-Based Learning. Static e-learning content is being challenged by video-based learning. Videos have recently become an important feature of online courses and will continue to be a focus of e-Learning. There are numerous reasons to assume that video is the way of the future in education. Adaptive Learning.

Data-driven 137

Data-driven Big Data Interactive Recreation/Entertainment 137

Smart Data Collective

SEPTEMBER 20, 2021

Video Editing. Big data and AI technology has become very important in video editing. Without a decent graphics card in your computer, editing video content will be virtually impossible. You have to have the best computing resources at your disposal, including a great graphics card. Crypto Mining.

Big Data 120

Big Data Data-driven Technology Data Processing 120

Smart Data Collective

SEPTEMBER 23, 2021

However, not all businesses have the time or resource to focus on what it takes to make a great marketing campaign. Typically, a creative agency can support brands with a wide variety of services across both print and digital media, by providing concepts, illustrations, videos and written content.

Data Analytics 132

Data Analytics Analytics Big Data Cost-Benefit 132

O'Reilly on Data

DECEMBER 12, 2023

The first extends Answers , our AI-based search tool that uses natural language queries to find specific answers in our vast corpus of courses, books, and videos. In this instance, RAG is used to identify key concepts and provide links to other resources in the corpus that will deepen the learning experience.

Modeling 335

Modeling Sales Software Statistics 335

Smart Data Collective

OCTOBER 3, 2023

Cloud technology makes educational resources more accessible. The cloud allows professors to host online videos to help students watch them again in case they missed anything. Similarly, video conferencing platforms, such as Zoom or Skype, can be handy for introducing guest speakers to class.

Technology 127

Technology Cost-Benefit Data-driven Software 127

CIO Business Intelligence

AUGUST 11, 2023

Here are three examples of how organizations are putting the technology to work: Edmunds drives traffic with GPT: The online resource for automotive inventory and information has created a ChatGPT plugin that exposes its unstructured data — vehicle reviews, ratings, editorials — to the generative AI. NLTK is offered under the Apache 2.0

Unstructured Data 142

Unstructured Data Data Science Machine Learning Data mining 142

CIO Business Intelligence

MAY 30, 2024

Cost optimization platforms like Turbo360, RightScale, and Cloudzero can provide a comprehensive view of resource utilization and costs, enabling organizations to make data-driven decisions about their serverless infrastructure. For example, adjusting the memory size strictly in line with computational needs leads to significant cost savings.

Optimization 116

Optimization Data-driven IoT Manufacturing 116

CIO Business Intelligence

MAY 10, 2024

Camtasia Initially released in 2022, Camtasia is a software suite that enables users to create and record video tutorials, presentations, screencasts, and screen recordings. It’s a powerful tool that allows for both video creation and editing, as well as capturing live audio and webcam recordings.

IT 130

IT Unstructured Data Software Reporting 130

CIO Business Intelligence

OCTOBER 5, 2023

These use cases by ST Engineering are underpinned by three pillars: Streamlining complex operations with AI as the next frontier The rise of video content poses a unique challenge to businesses when it comes to sifting through them to make data-driven decisions, especially given the sheer volume of data that video content generates.

Technology 126

Technology Digital Transformation Data-driven Data Processing 126

Rocket-Powered Data Science

MAY 21, 2024

In the past, it was sufficient to bring order to the randomness of enterprise data collection through applications of technology resources (databases and storage devices) that were aimed primarily at organizing, storing, indexing, and managing enterprise information assets for single purposes or single business units.

Cost-Benefit 239

Cost-Benefit Unstructured Data Enterprise Technology 239

erwin

OCTOBER 1, 2020

But challenges persist if your organization doesn’t take proper precautions — from human resources to productivity and IT-security – especially where regulations such as the European Union’s General Data Protection Regulation (GDPR) are concerned. Compliance and Remote Work. To get the free erwin WFH Impact Manager app, register here.

Management 143

Management Sales Reporting Technology 143

Depict Data Studio

MARCH 4, 2025

In this video, you’ll go behind the scenes and learn about the course creation process. captions and transcripts via Descript) 9:36 Instructor Perspective: Step 5 – Get People to Register 10:45 Who’s Involved (Outsourcing) 11:43 How Long it Takes Resources Mentioned [link] [link] [link] [link] [link]

Dashboards 52

Dashboards IT 52

CIO Business Intelligence

SEPTEMBER 30, 2024

That has enhanced our response times and really supported better resource utilization across the firm,” he says. The instance was trained on US federal tax publications and continues to train on additional tax resources so that it will produce even more insights for firm employees, Asgharnia says. “It

Machine Learning 141

Machine Learning ROI Data Processing Optimization 141

CIO Business Intelligence

SEPTEMBER 29, 2024

Harnessing the world’s most powerful hands-on lab platform, cutting-edge technology, global video distribution network, and world-class instructors, INE is the top training choice for Fortune 500 companies worldwide, and for IT professionals looking to advance their careers. another small business user.

Enterprise 115

Enterprise Data-driven Reporting Data Science 115

CIO Business Intelligence

MAY 27, 2024

He continued to explain Huawei’s endeavors to provide customers with a sense of “assurance” in their continued use of vital applications such as video conferencing in their daily work. Huawei believes it will deliver to carriers high-density access, video experience assurance and intelligent O&M with its proprietary Network Digital Map.

Enterprise 111

Enterprise Marketing Technology Management 111

datapine

JULY 3, 2019

Human beings are visual creatures , and video is one of the most powerful promotional mediums available to today’s brands or business, industry or sector aside. A priceless resource for SEO content writers, the Flesch reading test will help you evaluate the quality, complexity, and duplicity of your copy. 5) Total watch time.

Metrics 219

Metrics KPI Strategy ROI 219

DataRobot Blog

APRIL 21, 2022

And for those of us who are sheltering at home, recommendation engines in video on-demand platforms help us forget our troubles for an hour or two. Some of the models offer a slight improvement in accuracy but at an immense cost of computer resources. Here, model size is measured by the amount of floating-point operations.

Deep Learning 145

Deep Learning Machine Learning Metrics Measurement 145

Smart Data Collective

FEBRUARY 14, 2023

Web developers know that they’re working within the constraints of a browser, so they tend to optimize their product to operate as efficiently as possible with fewer computing resources. On the other hand, resource-heavy apps are prone to frequent crashing, especially on devices with lower processing power.

Risk 136

Risk Technology Optimization Machine Learning 136

CIO Business Intelligence

OCTOBER 24, 2023

Many developers are beginning to leverage LLMs to accelerate the application coding process, so they can meet deadlines more efficiently without the need for additional resources. Bias: Most LLM applications rely on pre-trained models as creating a model from scratch is costly and resource-intensive.

Modeling 119

Modeling Risk Reporting Machine Learning 119

AWS Big Data

FEBRUARY 26, 2025

Additionally, S3 Metadata integrates with Amazon Bedrock, allowing for the annotation of AI-generated videos with metadata that specifies its AI origin, creation timestamp, and the specific model used for its generation. Additional resources: re:Invent 2024 announcement video AWS Glue Introducing AWS Glue 5.0 With AWS Glue 5.0,

Analytics 61

Analytics Data Lake Metadata Data Warehouse 61

CIO Business Intelligence

MAY 21, 2024

But not all problems are best solved using LLMs, some IT leaders say, opening a next wave of multimodal models that go beyond language to deliver more purposeful results — for example, to handle dynamic tabular data stored in spreadsheets and vector databases, video, and audio data.

IT 131

IT Cost-Benefit Experimentation Forecasting 131

datapine

AUGUST 14, 2019

They might implement a MySQL report builder to relieve the IT department from carrying out SQL queries and, therefore, save enormous amounts of resources and create a cost-effective business environment. it also provides thousands of pre-built algorithms for financial modeling, image and video processing, control system design and much more.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

CIO Business Intelligence

JUNE 3, 2024

Running in a colocation facility, the cluster ingests multimodal data, including images, text, and video, which trains the SLM on how to interpret X-ray images. Papercup clients seeking to globalize the appeal of their products use the company’s service to generate convincing voice-overs in many languages for use in commercial videos.

Data Processing 139

Data Processing Data-driven Modeling Strategy 139

AWS Big Data

JANUARY 25, 2023

Both options give you full control over the configuration of compute, memory, and storage resources in clusters, which allows you to optimize cost and performance for their applications. This decoupling also allows for the isolation of indexing and query compute nodes so the fleets can run concurrently without any resource contention.

Management 124

Management Dashboards Metadata Analytics 124

CIO Business Intelligence

OCTOBER 2, 2024

By 2050, an estimated 68% of the global population will reside in urban environments, placing immense strain on existing infrastructure and resource allocation. Smart cities in the age of AI harness AI’s ability to analyze vast data streams, enabling intelligent decision-making and efficient resource management.

IoT 123

IoT Internet of Things Predictive Modeling Data-driven 123

IBM Big Data Hub

FEBRUARY 13, 2024

Tools such as Midjourney and ChatGPT are gaining attention for their capabilities in generating realistic images, video and sophisticated, human-like text, extending the limits of AI’s creative potential. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music.

Enterprise 118

Enterprise Testing Modeling Data-driven 118