FlowingData

FEBRUARY 16, 2023

As part of the Knowing Machines research project, A Critical Field Guide for Working with Machine Learning Datasets , by Sarah Ciston, offers advice for working through the life cycle of complex and large datasets : Machine learning datasets are powerful but unwieldy. Plus points for framing the guide in a spreadsheet layout.

Machine Learning 90

Machine Learning Machine Learning 90

Depends on the Definition

OCTOBER 21, 2017

This is the third post in my series about named entity recognition. If you haven’t seen the last two, have a look now. The last time we used a conditional random field to model the sequence structure of our sentences.

40

40

FlowingData

SEPTEMBER 14, 2022

Can’t go wrong with another one of Muth’s clear and practical guides. Tags: Datawrapper , Lisa Charlotte Muth. Changing the fonts you use for labels and annotation is one of the easiest ways to make charts more readable and less messy, which makes a chart more inviting to examine.

91

91

FlowingData

SEPTEMBER 29, 2021

Steve Haroz wrote a guide on getting started : This book is a short introduction to the R language. It covers the basics of R that are not covered by analysis and visualization guides like R for Data Science. This example-focused guide assumes you are familiar with programming concepts but want to learn the R language.

Data Science 103

Data Science 103

FlowingData

JULY 20, 2023

Nanda Syahrasyad made a visual guide to help you figure it out. Tags: Nanda Syahrasyad , paths , SVG The SVG path element can be useful for drawing regular and irregular shapes. However, if you just look at how a path is defined, it’s not entirely clear how to use it.

63

63

FlowingData

SEPTEMBER 27, 2022

Tags: analysis , principle. Hicks explain their work in the Journal of Computational and Graphical Statistics : The design principles for data analysis are qualities or characteristics that are relevant to the analysis and can be observed or measured.

Data Analysis 126

Data Analysis Data Analysis Data Visualization Data Analyst 126

FlowingData

DECEMBER 5, 2022

The scrolly piece guides you through the dots. Tags: followers , New York Times , Twitter. It’s a big scatterplot. Each dot represents a Twitter user, plotted by registration date on the x-axis and follower count on the y-axis.

90

90

Dataversity

OCTOBER 14, 2022

Image labeling enables you to tag and identify specific details in an image. In computer vision, image labeling involves adding specific tags to raw data, including videos and images. Each tag represents a certain object class associated with this data.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

FlowingData

FEBRUARY 28, 2022

The choices guide you step-by-step through the data points. Tags: coronavirus , politics , vaccination , Vox. Vox shows how ideas shifted to get to where we are now. The 1990s elementary school aesthetic with markers and overhead projector slides works well here.

94

94

FlowingData

JANUARY 26, 2023

Here, we present a simple guide for the scientific use of colour. Tags: color , nature , rainbow , science However, colour maps that visually distort data through uneven colour gradients or are unreadable to those with colour-vision deficiency remain prevalent in science.

113

113

FlowingData

JUNE 22, 2023

Nate Baldwin provides an interactive guide on the perception of color and ties it to how it matters in the design of user interfaces : This website is for designers to learn about color, contrast, and how it can affect experiences of a user interface. Tags: color , contrast , Nate Baldwin

77

77

FlowingData

MAY 11, 2022

See also nutritional facts redesigned , alcoholic beverage pie charts , the engineer’s guide to drinks , and coffee drink breakdowns. Tags: food , ingredient , labels. This project takes me back. The two-year span from 2010 to 2011 was quite the renaissance period for beverage percentages.

97

97

FlowingData

APRIL 18, 2023

Adam Krawitz has a detailed interactive guide : This site approaches SDT from multiple complementary points of view. Tags: Adam Krawitz , signal detection When you have a lot of noisy data, it can be helpful to detect signals in some sort of quantitative and automated way rather than just eyeballing it.

92

92

Data Science Dojo

AUGUST 8, 2023

Prompt engineering involves creating and refining input text or instructions to guide AI models like ChatGPT and DALLE-2 in generating specific outputs. Familiarize yourself with key concepts like tokenization, part-of-speech tagging, named entity recognition, and syntactic parsing. ’ or ‘I completely agree with you.'”

Natural Language Processing 221

Natural Language Processing AI AI Python 221

FlowingData

OCTOBER 6, 2021

Zan Armstrong, Ian Johnson, and Mike Freeman for Observable wrote a guide on analyzing time series data. Tags: Observable , questions , time. Using an energy dataset, they show how asking different questions can lead to different findings and visualizations: These are stories about analyzing data that changes over time.

126

126

Snorkel AI

OCTOBER 23, 2023

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

ML 64

ML ML Machine Learning Machine Learning 64

Dataconomy

OCTOBER 2, 2023

In this article, we’ll guide you through how to harness the power of ChatGPT’s internet access using Bing and explore the exciting possibilities it brings. This action activates the ChatGPT’s web-browsing capabilities, allowing it to search the internet for real-time information.

Artificial Intelligence 195

Artificial Intelligence Artificial Intelligence 195

Snorkel AI

OCTOBER 23, 2023

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

ML 59

ML ML Machine Learning Machine Learning 59

FlowingData

JUNE 21, 2023

If you’re looking to switch or just want to expand your skills, this starter guide by Stephanie Lo provides some translations : Are you curious about delving into the world of R programming? Tags: Python , R , Stephanie Lo

Python 78

Python Data Science 78

AWS Machine Learning Blog

APRIL 19, 2024

In this post, we guide you through the process of configuring automatic training, so your solutions and recommendations maintain their accuracy and relevance. Optionally, add any tags. For more information about tagging Amazon Personalize resources, see Tagging Amazon Personalize resources.

AWS 99

AWS ML ML Machine Learning 99

Dataconomy

JANUARY 2, 2024

This guide provides a concise overview of how Character.AI AI ( Image credit ) Here’s a step-by-step guide: Character name and greeting: Enter the name of your character and craft an initial greeting they’ll use at the start of every chat. These examples guide the AI in shaping the character’s responses and demeanor.

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

FlowingData

DECEMBER 17, 2021

Effective graphics avoid taxing working memory, guide attention, and respect familiar conventions. Tags: perception , research. Data visualizations can play a critical role in teaching and communication, provided that designers tailor those visualizations to their audience. The paper is free to access.

Data Visualization 113

Data Visualization 113

FlowingData

APRIL 18, 2023

Adam Krawitz has a detailed interactive guide : This site approaches SDT from multiple complementary points of view. Tags: Adam Krawitz , signal detection When you have a lot of noisy data, it can be helpful to detect signals in some sort of quantitative and automated way rather than just eyeballing it.

52

52

ODSC - Open Data Science

FEBRUARY 22, 2024

On the 9th, Reuters reported that the tool uses machine learning to tag scenes from the company’s vast media library. The way it works is by analyzing and tagging scenes, the Magic Words AI helps to identify content, brands, images , and even the mood within each scene being played.

AI 52

AI AI Data Science Machine Learning 52

FlowingData

MAY 10, 2021

Øystein Moseng for Highcharts provides a brief guide on making your visualizations for accessible. Tags: accessibility. Guideline #4 on not relying completely on color to show the data: Relying on color as the only means of communicating information is a failure of one of the basic WCAG success criteria.

77

77

IBM Data Science in Practice

NOVEMBER 24, 2023

Click to expand the CP4D section, then click the Kubernetes Container Usage — with tag selection row to see the graphs. Tag  — Enter or search for the addOnId of your service to filter to your service only (as needed). As there are many pods under this namespace, it’s necessary to filter further by using a tag.

Clustering 130

Clustering Data Science 130

Dataconomy

JUNE 21, 2023

From making sense of prompts to harnessing the power of specific tags, these insights aim to unravel the potential of AI in manifesting your creative ideas visually. To utilize the -creative tag, it’s mandatory to also include –test or –testp. This eliminates the need to append various tags to each prompt.

AI 91

AI AI Artificial Intelligence Artificial Intelligence 91

Snorkel AI

FEBRUARY 2, 2023

Streamlined tagging workflows. Improved tagging analysis. Auto-generated tag-based LFs. Step 4: Error analysis to guide iteration in LF Quality view Snorkel Flow offers several model-guided error analysis tools to give insight into where our model can improve. Selecting tags in Snorkel Flow.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

FEBRUARY 2, 2023

Streamlined tagging workflows. Improved tagging analysis. Auto-generated tag-based LFs. Step 4: Error analysis to guide iteration in LF Quality view Snorkel Flow offers several model-guided error analysis tools to give insight into where our model can improve. Selecting tags in Snorkel Flow.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Dataconomy

JANUARY 19, 2024

Whether you’re a long-time Spotify fan or just getting started, this guide will show you how to do it. Locate the Playlist : Alternatively, use the “Playlists” option to locate your Daylist, identified by the “By Spotify” tag. We hope you enjoyed reading our “How to find Spotify Daylist” guide!

103

103

ODSC - Open Data Science

SEPTEMBER 12, 2023

A purpose-built time series database, on the other hand, can easily maintain this type of metadata in the form of tags or labels associated with each time series. And retrieving data is straightforward with a query language like SQL where you can filter by value, tag, time range, and more.

Data Scientist 97

Data Scientist Database Data Lakes Data Science 97

Mlearning.ai

JUNE 29, 2023

Prepare yourself as we embark on an illuminating journey, providing you with a practical guide to venture into the realms of CORENLP and elevate the prowess of your machine-learning models by harnessing its rich repertoire of tools. pos: Assigns part-of-speech tags to tokens. ssplit: Splits the input text into sentences.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing Algorithm 52

Dataconomy

AUGUST 21, 2023

Dive into this guide, and we’ll walk you through the ropes of using Midjourney on Discord, kicking things off, and grabbing those beauties for keeps. Step 1 ‘s got you covered with a quick setup guide. Experiment with tags : Play around with tags like -creative or -chaos to influence the AI’s creativity level.

AI 172

AI AI Data Scientist Artificial Intelligence 172

AssemblyAI

FEBRUARY 1, 2024

Our LeMUR guides will show you how to: Summarize your audio data with key takeaways.  Generate tags, titles, and descriptions from your audio data.   Get answers to questions about your audio. Try  LeMUR  and get answers to any questions about your audio with LLMs.

Python 69

Python AI AI 69

ODSC - Open Data Science

SEPTEMBER 29, 2023

So it seems that the company is hoping to tag AI content through three of its most likely sources: book covers, interior artwork, and of course the content within the books. Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels!

AI 98

AI AI Data Science Artificial Intelligence 98

How to Learn Machine Learning

APRIL 15, 2023

Another tool that has revolutionized content management is content tagging. Content tagging uses AI algorithms to tag content based on its topic, tone, and relevance. This technology helps publishers identify and fix errors in their content and improve its readability.

AI 52

AI AI Algorithm Machine Learning 52

Dataconomy

SEPTEMBER 6, 2023

“The amount of data that is tagged and the quality of the models that are trained with that data will increase exponentially and thanks to that you will have AI models that can make refereeing decisions on the back of what they see on the pitch. Ultimately in a matter of 20 or 30 years probably the referee will be just an AI.

AI 214

AI AI Artificial Intelligence Artificial Intelligence 214