Snorkel AI

FEBRUARY 2, 2023

Streamlined tagging workflows. Improved tagging analysis. Auto-generated tag-based LFs. Scenario: Entity linking with payroll data and job classifications I’m building an entity-linking app to connect job listings in a payroll system to a job categorization system developed by the Bureau of Labor Statistics.

Machine Learning 52

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Snorkel AI

FEBRUARY 2, 2023

Streamlined tagging workflows. Improved tagging analysis. Auto-generated tag-based LFs. Scenario: Entity linking with payroll data and job classifications I’m building an entity-linking app to connect job listings in a payroll system to a job categorization system developed by the Bureau of Labor Statistics.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

FlowingData

DECEMBER 22, 2023

Neo Lu was scammed into a labor camp. Tags: labor camp , New York Times , scam In an effort to escape and expose the operation, he began to send information to The New York Times from within. Mr. Lu said he pleaded to be freed, but his captors refused. I was probably slack jawed most of the time while reading this.

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FlowingData

APRIL 15, 2024

The National Longitudinal Surveys from the Bureau of Labor Statistics are unique in that they run long-term to survey the lives of individuals for decades. Tags: Alvin Chang , development , Pudding , teenager For The Pudding, Alvin Chang visualized survey responses to show how adversity as a teenager carries into adulthood.

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ODSC - Open Data Science

APRIL 30, 2024

Fortunately, there’s an abundant amount of AI management tools that offer free plans or freemium models, not only providing a taste of AI’s power without a hefty price tag but also providing business leaders sampling of software before having to invest likely scarce capital.

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AWS Machine Learning Blog

OCTOBER 2, 2023

Solution overview The sample use case used for this series is a visual quality inspection solution that can detect defects on metal tags, which could be deployed as part of a manufacturing process. Automating data labeling Data labeling is an inherently labor-intensive task that involves humans (labelers) to label the data.

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FlowingData

JUNE 19, 2023

Going over manufacturing and the materials involved, it looks like probably not : Experts say it is next to impossible for any other country to become self-reliant in the battery supply chain, no matter if it has cheaper labor or finds other global partners. Tags: battery , China , electric vehicle , supply

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FlowingData

FEBRUARY 10, 2022

All it took was hours of manual labor spread out over 13 months. Tags: encyclopedia , J. Nicholas Rougeux, who likes to web-ify old works , restored Heck’s 13,000-plus illustrations and restructured the encyclopedia for the browser. Read more about the process here. Heck , Nicholas Rougeux , restoration.

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IBM Journey to AI blog

FEBRUARY 14, 2024

The easy answer is mostly manual labor, although the day might come when much of what is now manual labor will be accomplished by robotic devices controlled by AI. Robots help reduce the need for manual labor and improve defect discovery, providing higher quality vehicles to customers at a lower cost to the business.

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Dataconomy

MARCH 28, 2024

However, behind these enticing price tags lie alarming environmental concerns and reports of unethical labor practices in its Chinese factories. However, critics remain skeptical of the company’s claims, citing ongoing concerns about its environmental and labor practices. With t-shirts priced as low as €1.50

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Chatbots Life

MARCH 17, 2023

8 Must-have technical features to look for in a hiring software Centralisation — All at one place Swapping between endless spreadsheets, career sites, job portals, job descriptions, and outreach, managing candidates is a labor-oriented task — the leg work to be done before the interview stage.

Database 52

Database Analytics Analytics 52

DataRobot

MARCH 10, 2021

I quickly tagged that match as a false positive. Another research paper, The Labor Illusion: How Operational Transparency Increases Perceived Value , reports the results of an experiment that examines whether customers value a product or service differently, depending on the level of human effort they perceive went into it.

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Snorkel AI

MARCH 14, 2023

Labeling unstructured data for ML projects has traditionally involved humans tagging each data point manually. Enterprises have a treasure trove of valuable insights embedded in files, contracts, conversation transcripts, emails, and other unstructured formats.

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AI AI Data Scientist ML 52

Snorkel AI

MARCH 14, 2023

Labeling unstructured data for ML projects has traditionally involved humans tagging each data point manually. Enterprises have a treasure trove of valuable insights embedded in files, contracts, conversation transcripts, emails, and other unstructured formats.

AI 52

AI AI Data Scientist ML 52

IBM Journey to AI blog

AUGUST 16, 2023

On-premises data centers incur significant costs from labor, licenses, system maintenance and the physical location itself. Organizations should not abandon their cloud goals because of initial challenges. Executives should remember that there is a reason why so many organizations embrace the cloud.

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Cloud Computing Algorithm Machine Learning Machine Learning 69

Pickl AI

APRIL 25, 2023

Industry, healthcare, agriculture, and transportation are just a few of the industries that use robotics to automate labor-intensive or dangerous tasks, increase output, and reduce costs. Using this technique, the network learns from data that gets a tag by changing the weights across the neurons. What is Neural Network?

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Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 52

Becoming Human

MAY 12, 2023

In-house Image Annotation The process of in-house image annotation involves tagging or labeling images with relevant metadata so that they can be retrieved and searched more easily. The process of annotating images can be time-consuming and labor-intensive, making scaling up the AI training process difficult.

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Machine Learning Machine Learning AI AI 81

AWS Machine Learning Blog

SEPTEMBER 14, 2023

It can be difficult to find insights from this data, particularly if efforts are needed to classify, tag, or label it. As human tagging or categorization is no longer necessary, this can save businesses a lot of time, money, and labor. Amazon Comprehend custom classification can be useful in this situation. Choose Submit.

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AssemblyAI

APRIL 15, 2024

Cost savings Traditional transcription services rely heavily on human labor, which can be expensive and time-consuming. Entity Detection : Identify and tag relevant names, places, and brands in your transcriptions, offering valuable insights for content analysis.

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AI AI Natural Language Processing Machine Learning 59

AWS Machine Learning Blog

NOVEMBER 29, 2023

When using this functionality outside of SageMaker Studio, you can define the users who can track the run status on the notebook job dashboard by using tags. For more details about tags to include, see View your notebook jobs and download outputs in the Studio UI dashboard. Note that the file shouldn’t have any header.

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ML ML Data Scientist Python 83

Heartbeat

JUNE 22, 2023

Tokenization, part-of-speech tagging, named entity recognition, and sentiment analysis are some of the procedures involved in this. Part-of-speech tagging is the identification of the grammatical structure of words and their connections among one another. Tokenization is the method of separating text into single phrases or words.

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IBM Journey to AI blog

JULY 13, 2023

Because there is no need to re-create or track down datasets, labor costs are reduced, and manual data entry errors become less likely. Collaboration and decision-making among stakeholders are improved because they all rely on the same data. Reduced costs and improved regulatory compliance High-quality data is easy to locate and access.

Data Quality 68

Data Quality Data Profiling Data Governance Machine Learning 68

Snorkel AI

OCTOBER 12, 2023

To reduce human labor, he and his team use a third-party ASR system as a weak supervision source, supplemented with Snorkel labeling functions derived from implicit user feedback. Wayfair does this by automating image tagging using a data-centric approach.

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Snorkel AI

OCTOBER 12, 2023

To reduce human labor, he and his team use a third-party ASR system as a weak supervision source, supplemented with Snorkel labeling functions derived from implicit user feedback. Wayfair does this by automating image tagging using a data-centric approach.

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Explosion

NOVEMBER 23, 2021

For example, one specific rule could specify that a token that ends with the suffix -ed and has the part-of-speech tag VERB is lemmatized by removing the suffix -ed. Developing a comprehensive rule set requires a fair amount of labor, even for linguists who are familiar with the language. a prefix of length n ; 2. an infix; and 3.

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Algorithm Python Machine Learning Machine Learning 52

FlowingData

AUGUST 19, 2022

You’d be right to assume that it’s because of things like inflation and pandemic-induced prices, but you might not realize how much the cost of ingredients, labor, and a new takeout business model has gone up for restaurants. Tags: inflation , New York Times , receipt , restaurant.

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AWS Machine Learning Blog

OCTOBER 17, 2023

It’s evident that these issues are directly related to the customer’s goal of improving farm operational efficiency , and the methods are respectively freeing up labor , increasing production and reducing costs. YOLOv5 cannot identify that cows in different frames belong to the same individual.

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Snorkel AI

MARCH 26, 2024

They needed a more effective model for tagging profiles according to whether or not they linked to adult content. Reinvestigating the data and updating problematic labels could have taken human labelers several days—perhaps weeks—of cumulative labor. Their existing model fell short, and the tools at their disposal proved insufficient.

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Snorkel AI

MARCH 26, 2024

They needed a more effective model for tagging profiles according to whether or not they linked to adult content. Reinvestigating the data and updating problematic labels could have taken human labelers several days—perhaps weeks—of cumulative labor. Their existing model fell short, and the tools at their disposal proved insufficient.

Machine Learning 52

Machine Learning Machine Learning Data Lakes Data Science 52

Smart Data Collective

MARCH 22, 2023

Around the world, the maritime sector is also a significant employer of labor. The maritime industry also includes the construction, repair, and maintenance of ships, the development of port facilities, and marine engineering. The International Maritime Organization (IMO) estimates that more than 1.8 million sailors work worldwide.

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Alation

NOVEMBER 11, 2021

For example, a data catalog will identify metadata and structural changes in a data source and then automatically perform discovery, profiling, and classification tagging. It may also trigger notifications, workflows, and other actions based on the tagging. Drive Data Governance in the Cloud with Alation.

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