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PyHard – A tool to assess dataset quality and identify hard-to-classify instances in general

KushalMukherjee
October 8, 2021 at 6:30 pm

Picture Courtesy: Freepik The article explains the algorithm behind the recently introduced Python package named PyHard, based on the concept of Instance Space Analysis. ...

Data Quality Focused Data Pipelines

Edwin Walker
October 7, 2021 at 1:00 pm

Data quality is critical in any web scraping or data integration project. Data-driven businesses rely on customer data, it helps their products, provides valuable insight...

Features Part 1: Are Features the New Data?

Bill Schmarzo
October 4, 2021 at 9:44 pm

In my prior blog “Reframing Data Management: Data Management 2.0″, I talked about the importance of transforming data management into a business strategy that...

Features Part 2: Clarifying the Data-Features-Use Case Value Topology

Bill Schmarzo
October 4, 2021 at 3:00 pm

Note: Many thanks to those who provided comments on my previous blog “Features Part 1: Are Features the new Data?”. And special thanks to Somil Gupta and Ha...

Factors and Considerations Involved in Choosing a Data Management Solution

KartikPatel
October 4, 2021 at 6:30 am

When a business enters the domain of data management, it is easy to get lost in a flurry of promises, brochures, demos and the promise of the future. In the first article...

Is Machine Learning an Art, a Science or Something Else?

Vincent Granville
October 3, 2021 at 7:30 pm

Source: see last section in this article Of course this question begs for the answer that it is both an art and a science. I view it more like craftsmanship. This article...

10 Most Evolving Big Data Technologies to Catch Up on in 2022

AlihaTanveer
October 3, 2021 at 6:30 am

Data engirds the entire world. Data is evolving just like any other thing on this globe. Being a part of this tech-oriented world, today we human beings create as much in...

DSC Webinar Series: AI vs Unstructured Data: Best Practices for Scaling Video AI

Sean Welch
September 30, 2021 at 7:32 pm

A common challenge for teams working on video machine learning applications is how to scale and automate their ML lifecycle when working with these types of large unstruc...

DSC Webinar Series: External Data Platforms as Part of the Modern Data Stack

Sean Welch
September 29, 2021 at 9:46 pm

Logical data warehouse’, ‘data fabric’, and ‘data mesh’ are just a few of the names for new modern data architecture paradigms that are being promoted as the wa...

Data-Labeling Instructions: Gateway to Success in Crowdsourcing and Enduring Impact on AI

DariaBaidakova
September 29, 2021 at 7:30 am

Photo by Clayton Robbins on Unsplash AI development today rests on the shoulders of Machine Learning algorithms that require huge amounts of data to be fed into training ...

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