Analytics Vidhya

FEBRUARY 2, 2022

The post Ethics in Data Science and Proper Privacy and Usage of Data appeared first on Analytics Vidhya. How can businesses acquire, keep, and use data in an ethical manner? What are the rights that must be protected? Some […].

Data Science 245

Data Science Analytics Analytics 245

Hacker News

FEBRUARY 19, 2024

Let … Continue reading Measuring energy usage: regular code vs. SIMD code You expect these instructions to use more power, more energy. However, they get the job done faster. Do you save energy overall? You should expect so.

98

98

Hacker News

APRIL 29, 2024

Kaytu analyzes historical usage and provides tailored recommendations, ensuring you only pay for the resources you need. The Kaytu CLI helps you save on cloud costs by finding the perfect server sizes. kaytu-io/kaytu

83

83

Hacker News

FEBRUARY 22, 2024

Learn JuiceFS Enterprise Edition’s metadata engine design and optimization methods that reduced its average memory usage for metadata to 100 bytes.

108

108

Hacker News

FEBRUARY 12, 2024

Various techniques for measuring stack usage for embedded systems.

84

84

AWS Machine Learning Blog

FEBRUARY 9, 2024

For example, they may need to track the usage of FMs across teams, chargeback costs and provide visibility to the relevant cost center in the LOB. We specifically focus on usage and cost tracking per tenant and also controls such as usage throttling per tenant. The AWS CDK code is available in the GitHub repository.

AWS 124

AWS Machine Learning Machine Learning Python 124

Analytics Vidhya

JANUARY 12, 2021

The post Quick Notes on SAS Macros for Efficient Usage appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Extending and customizing SAS for reducing the amount of text.

Data Science 148

Data Science Analytics Analytics Machine Learning 148

Dataconomy

JANUARY 17, 2024

The latest Foamstars AI art news caused Square Enix to be the focus of criticism. Square Enix, a big name in video games, has taken a big step with its new PlayStation game, “Foamstars.”

AI 185

AI AI Artificial Intelligence Artificial Intelligence 185

Dataversity

APRIL 11, 2024

Maybe it was an all-access pass, billed monthly or annually, with unlimited use of the facility, including the […] The post Managing Software Entitlements and Billing: How Usage Data Supports Streamlined Processes appeared first on DATAVERSITY.

Analytics 59

Analytics Analytics 59

Machine Learning Research at Apple

APRIL 14, 2024

Long prompts present a significant challenge for practical LLM-based systems that need to operate with low latency and limited resources. We investigate prompt compression for zero-shot dialogue systems that learn to use unseen APIs directly in-context from their documentation, which may take up hundreds of prompt tokens per API.

148

148

Dataconomy

SEPTEMBER 6, 2023

The world of video games, often associated with epic quests, immersive storytelling, and cutting-edge technology, is facing its own epic battle on a different front.

Artificial Intelligence 233

Artificial Intelligence Artificial Intelligence AI AI 233

The MLOps Blog

MARCH 28, 2024

Metrics like GPU usage, memory utilization, and power consumption provide insight into resource utilization and potential for improvement. Strategies for improving GPU usage include mixed-precision training, optimizing data transfer and processing, and appropriately dividing workloads between CPU and GPU.

Deep Learning 52

Deep Learning Deep Learning Data Pipeline Machine Learning 52

Hacker News

MAY 5, 2024

This post isn’t a detailed line-by-line tutorial on how to set up each individual piece of the setup as those types of guides tend to get out of date really easily, but if you know your way around Linux and the command line, then you can definitely replicate this setup on your own.

102

102

FlowingData

DECEMBER 3, 2021

Kyle McDonald estimated emissions and energy usage to try to understand better: “Ethereum is comparable to keeping 2-3 coal power plant running.” It seems clear that Ethereum (and other cryptocurrencies) in its current state is bad for the environment, but it’s hard to say how bad it really is.

104

104

AssemblyAI

OCTOBER 9, 2023

Join Us On Discord Product Updates Check out the AssemblyAI changelog for the latest accuracy and product improvements made by our team: New usage dashboard with detailed analytics showing model-specific usage over time. Integrated support for the AWS marketplace added onto the dashboard/account management pages of our web application.

Python 52

Python AWS AI AI 52

AWS Machine Learning Blog

MARCH 21, 2023

With the increasing usage of MLOps practices, and therefore the demand for resources designated for ML model experimentation and retraining, more customers need to run multiple instances, often of the same instance type at the same time. A CloudWatch alarm triggers when the resource usage goes beyond a certain preconfigured threshold.

AWS 75

AWS Machine Learning Machine Learning Data Science 75

AssemblyAI

OCTOBER 2, 2023

Join Us On Discord Brand New Usage Dashboard ⚡️ What's new — More usage and spend data available! We're excited to introduce new date range options, giving you the flexibility to view your usage and spend data in exactly the way you want.

AI 52

AI AI 52

FlowingData

APRIL 13, 2022

Social media apps are on a lot of phones these days, but some tend towards a younger audience and others an older. Some are common across the population. Here’s the breakdown by age for American adults in 2021, based on data from the Pew Research Center. Read More.

145

145

AWS Machine Learning Blog

MAY 30, 2023

We provide tools for flexible cost management and improved visibility of detailed cost and usage of your workloads. Since its introduction, we’ve helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their ML workloads’ cost and usage. The report contains hourly AWS consumption details.

AWS 64

AWS ML ML Machine Learning 64

Analytics Vidhya

MAY 30, 2024

Introduction With the intro of Large Language Models, the usage of these LLMs in different applications has greatly increased. In most of the recent applications developed across many problem statements, LLMs are part of it.

Analytics 223

Analytics Analytics Python 223

Pickl AI

MARCH 15, 2024

Tableau Data Types: Definition, Usage, and Examples Tableau has become a game-changer in the world of data visualization. today. The post Tableau Data Types: Definition, Usage, and Examples appeared first on Pickl.AI. Tableau recognizes numbers, dates, text, locations, and more. To know more connect with Pickl.AI

Tableau 52

Tableau Data Visualization Data Analyst Analytics 52

AWS Machine Learning Blog

MAY 30, 2023

Since its introduction, we have helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage. In Cost Explorer, you can filter notebook costs by applying a filter on Usage type. In the preceding example, the notebook instance of type ml.t2.medium

AWS 78

AWS ML ML EDA 78

Towards AI

MARCH 4, 2024

Author(s): Meng Li Originally published on Towards AI. link] Recently, Mistral launched a new large model named Mistral Large. This model is ranked second globally, only behind the well-known GPT-4, and now you can easily access it via API.

Azure 87

Azure AI AI Artificial Intelligence 87

FlowingData

SEPTEMBER 7, 2021

You might have heard that Bitcoin uses a lot of electricity. More than some countries. You might have wondered how that could be possible. The New York Times explains with a set of graphics and illustrations.

110

110

AWS Machine Learning Blog

MAY 30, 2023

Since its introduction, we have helped hundreds of customers optimize their workloads, set guardrails, and improve visibility of their machine learning (ML) workloads’ cost and usage. In Cost Explorer, you can view real-time endpoint costs by applying a filter on the usage type.

AWS 67

AWS ML ML Machine Learning 67

Dataversity

JANUARY 7, 2021

Usage data […]. The post Software Usage Data: Efficient Collection for Actionable Insights appeared first on DATAVERSITY. Clear insights about how software is being used can help software suppliers and device manufacturers address the common challenges of how to effectively price, deliver, and monetize their products.

Data Science 52

Data Science Analytics Analytics 52

SAS Software

JANUARY 19, 2024

Recently, I had this question and decided to get ahold of my family's water usage data for analysis. The post My Family of Four's Monthly Water Usage (Gallons) Compared to the Town of Cary's Average appeared first on SAS Blogs. Harnessing the power of data visualization, I compared my family of four's monthly [.]

Data Visualization 52

Data Visualization 52

Mlearning.ai

AUGUST 4, 2023

Unveiling Developers’ Technologies and Tools Usage in Large and Small and Medium-sized Enterprises with ChatGPT In this article, I delve into an in-depth exploration and analysis of the 2023 StackOverflow Survey data to uncover the technologies and tools utilized by Developers by showcasing an interesting application of ChatGPT in programming tasks.

Database 52

Database Apache Kafka SQL AI 52

Mlearning.ai

AUGUST 28, 2023

In this article, we will explore some popular time series models used in machine learning, their usage, pros, and cons. ?I Usage: To forecast the stock prices, weather forecasting, economic analysis. Usage: To forecast seasonal sales in retail, predicting demand for certain products during specific seasons.

Machine Learning 52

Machine Learning Machine Learning Python Natural Language Processing 52

Analytics Vidhya

JUNE 20, 2023

Likelihood and probability are interrelated and often confused terms finding common usage in data science and business. Both probabilities are associated with probabilities but differ in definition and usage.

Data Science 259

Data Science Analytics Analytics Data Analysis 259

Analytics Vidhya

APRIL 26, 2024

This model has been made open source, encouraging free usage and collaboration. Apple has recently unveiled OpenELM, a family of open-source language models optimized for on-device processing. Apple’s move towards transparency aims to empower developers and researchers while enhancing user privacy.

AI 264

AI AI Analytics Analytics 264

Towards AI

JULY 17, 2023

The first paragraphs from the Google Colab faq page Now that we’re more familiar with Google Colab characteristics let’s drill down to its key properties, extensive usage experience POV, looking into 3 main sections — the good (why to consider), the bad (why to give it a second thought) and the ugly (why to reconsider).

Machine Learning 82

Machine Learning Machine Learning Data Analysis Data Analysis 82

The Data Administration Newsletter

APRIL 17, 2024

The use of data worldwide for business and recreation has exploded in the last decade, with an estimated 328.77 million terabytes of data created every single day globally. In 2024, experts predict that nearly 120 zettabytes of new data will be created. All of this data creation has also created a substantial storage problem for […]

Data Governance 52

Data Governance Big Data Big Data 52

Analytics Vidhya

MAY 27, 2023

Introduction Bike-sharing demand analysis refers to the study of factors that impact the usage of bike-sharing services and the demand for bikes at different times and locations. The purpose of this analysis is to understand the patterns and trends in bike usage and make predictions about future demand.

Machine Learning 273

Machine Learning Machine Learning Analytics Analytics 273

AWS Machine Learning Blog

MAY 30, 2023

Since its introduction, we’ve helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage. You can filter training costs by applying a filter on the usage type. In this post, we focus on SageMaker training jobs.

AWS 67

AWS Deep Learning Deep Learning ML 67