Qualitative humanities research is crucial to AI · fast.ai
“All research is qualitative; some is also quantitative” Harvard Social Scientist and Statistician Gary King Suppose you wanted to find out whether a machine learning system being adopted - to recruit candidates, lend money, or predict future criminality
2024-05-07
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Understanding Modern Data Analytics Frameworks | Teradata
In this day and age, data is foundational to virtually every enterprise across the world. Organizations at this scale produced a significant amount of the 79 zettabytes—i.e., 79 trillion gigabytes—of big data estimated by Statista to have been generated
2024-05-07
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The Future Is Hybrid Data, Embrace It - Cloudera Blog
We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud
2024-05-07
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A celebrated AI has learned a new trick: How to do chemistry
Artificial intelligence has changed the way science is done by allowing researchers to analyze the massive amounts of data modern scientific instruments generate. It can find a needle in a million haystacks of information and, using deep learning, it can
2024-05-06
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Is Big Data the Message? a Review of Natasha Lushetich’s “Big Data–A new Medium?”
When discussing the digital, conversations can quickly shift towards talk of quantity. Just how many images are being uploaded every hour, how many meticulously monitored purchases are being made on a particular e-commerce platform every day, how many
2024-05-06
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Checklist for Improving the Superset Integration for a Database
In an earlier post, Building Database Connectors for Superset Using SQLAlchemy , I wrote about how Superset talks to SQL databases using: a SQLAlchemy dialect + a companion Python DB-API 2 library to enable basic functionality some database-specific engine
2024-05-06
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The Power of Exploratory Data Analysis and Visualization for ML - Cloudera Blog
Data scientists and machine learning engineers in enterprise organizations need to fully understand their data in order to properly analyze it, build models, and power machine learning use cases across their business. Due to the lack of tooling specifically
2024-05-05
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The Impact of Big Data on Promoting Digital Privacy
Datafloq enables anyone to contribute articles, but we value high-quality content. This means that we do not accept SEO link building content, spammy articles, clickbait, articles written by bots and especially not misinformation. Therefore, we have developed
2024-05-05
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5 Ways to Supercharge Your Data Communications
You only get the true value from your data insights if you can communicate them effectively to other people. Visualizing data for communication is not the same as visualizing as part of exploratory data analysis. When you first encounter a dataset, you will
2024-05-05
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