Catégorie : #DATA ENG

L’actualité anglophone de la data, du Bigdata et de l’Opendata : utilisation, traitement et perspectives dans les secteurs publics et privés.

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Posted in #DATA ENG #AI ENG

A Complete Learning Path To Data Labelling & Annotation (With Guide To 15 Major Tools)

Data annotation is the process of labelling images, video frames, audio, and text data that is mainly used in supervised machine learning to train the datasets that help a machine to understand the input and act accordingly. There are many types of annotations, some of them being – bounding boxes,…

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Posted in #DATA ENG

9 trends in enterprise database technology

… from the data warehouse, another technology that is expanding its mission … to gain knowledge about transformative technology and transact. Our site delivers … Source : http://www.einnews.com/article/533701424/aLxj6XlAHI3FJDEg?ref=rss&ecode=PYi2QJVSqjGyBi3v Date : December 29, 2020 at 07:27PM Tag(s) : Médias spécialisés Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG #AI ENG

New Open-Source Tools Use Machine Learning to Streamline Content Writing Process

Machine learning has always been the great hope for automating a variety of tasks. However, writing was often seen as something that could never be automated. Significant progress has been made over the years, and tools like OpenAI are making it easier than ever before to streamline the essay writing…

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Posted in #AI ENG #DATA ENG

How Synthetic Data Will Create Fairer AI

Bias is built into modern society and stems from how we’ve developed as a civilization. Over the years, we’ve fought through the socially learned biases that we’ve evolved from our environments and have, to a great degree, bypassed its impact on our ability to judge fairness. Source : https://datafloq.com/read/how-synthetic-data-will-create-fairer-ai/11460 Date…

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Posted in #DATA ENG UK GOV

Erasing personal data from second-hand devices

Introducing our new guidance: essential steps to follow when you’re buying (or selling) used electronic devices Source : https://www.ncsc.gov.uk/blog-post/erasing-personal-data-second-hand-devices Date : December 28, 2020 at 01:03AM Tag(s) : UK GOV Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG #AI ENG

Top Data Science & AI Trends To Watch Out For In 2021

The year 2020 was full of unexpected challenges. Having said that, it also served as a unique opportunity to leverage technology on multiple fronts. Source : https://analyticsindiamag.com/top-data-science-ai-trends-to-watch-out-for-in-2021/ Date : December 28, 2020 at 05:36AM Tag(s) : #AI ENG,telemedicine2 Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG

A simple way to understand the statistical foundations of data science

There are six broad questions which can be answered in data analysis according to an article called “What is the question?” By Jeffery T. Leek, Roger D. Peng. These questions help to frame our thinking of data science problems. Here, I propose that these questions also provide a unified framework…

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Posted in #DATA ENG

The Impact of Small Objects on Data Storage

Over the last decade or so, object storage use cases have evolved considerably as they replace traditional file and block use cases. Specifically the need to work with small data objects is becoming commonplace. Yes, there’s still plenty of large objects but small objects are becoming more prevalent than large…

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Posted in #DATA ENG #AI ENG

A Data-Driven Approach To COVID-19 Vaccine Distribution In India

In recent news, an Indian IT-start-up, Thalamus Irwine, has announced developing an AI and IoT-enabled serosurvey technology to test and identify vulnerable communities who should be prioritised for COVID-19 vaccination. Source : https://analyticsindiamag.com/a-data-driven-approach-to-covid-19-vaccine-distribution-in-india/ Date : December 26, 2020 at 05:51AM Tag(s) : #AI ENG Share this… Email Facebook Twitter Linkedin…

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Posted in #DATA ENG

How data designers helped us make sense of 2020’s chaos

Designers at media companies, like The New York Times and The Washington Post, helped the public understand COVID-19—and take action to protect themselves and those around them. Source : https://www.fastcompany.com/90588298/how-data-designers-helped-us-make-sense-of-2020s-chaos?partner=feedburner&utm_source=feedburner&utm_medium=feed&utm_campaign=feedburner+fastcompany&utm_content=feedburner Date : December 25, 2020 at 12:14PM Tag(s) : Médias internationaux Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG #AI ENG

How Data, Analytics & AI Shaped 2020, and Will Impact 2021

Source : https://www.informationweek.com/strategic-cio/executive-insights-and-innovation/how-data-analytics-and-ai-shaped-2020-and-will-impact-2021/a/d-id/1339768? Date : December 27, 2020 at 04:28AM Tag(s) : #CHATBOT ENG Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG #SMARTCITY ENG

Data-driven Cities Have Better Responses to COVID-19

As a second wave of COVID-19 causes further economic and social disruption worldwide, data-driven cities, powered by smart infrastructure and … Source : https://moderndiplomacy.eu/2020/12/26/data-driven-cities-have-better-responses-to-covid-19/ Date : December 26, 2020 at 10:56PM Tag(s) : #SMARTCITY ENG Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG

Data marketplaces will open new horizons for your company

Get ready for a radical increase in data accessibility. Companies that leverage data marketplaces early on will be tomorrow’s giants.Read More Source : https://venturebeat.com/2020/12/23/data-marketplaces-will-open-new-horizons-for-your-company/ Date : December 23, 2020 at 09:29PM Tag(s) : #DATA ENG Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #DATA ENG

7 most common data preparation transformations in AWS Glue DataBrew

For all analytics and ML modeling use cases, data analysts and data scientists spend a bulk of their time running data preparation tasks manually to get a clean and formatted data to meet their needs. Source : https://aws.amazon.com/blogs/big-data/7-most-common-data-preparation-transformations-in-aws-glue-databrew/ Date : December 23, 2020 at 12:12AM Tag(s) : #DATA ENG Share…

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Posted in #DATA ENG

10 data journalism projects that made an impact in 2020: our ultimate COVID-19 roundup

When COVID-19 began to spread in early 2020, media organisations quickly pivoted and adapted their editorial coverage to inform audiences about the global health crisis. Source : https://datajournalism.com/read/longreads/covid-19-data-journalism Date : December 23, 2020 at 08:27AM Tag(s) : #DATA ENG Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #AI ENG #DATA ENG

From data to knowledge and AI via graphs: Technology to support a knowledge-based economy

… processing. This is why the analyst firm Gartner predicts that « graph … as the inventor of the Web. Berners-Lee published his … . Hence Google embraced semantic technology, and coined the term … than 25% of the research published in top AI conferences … Source : https://it.einnews.com/article/533315191/isdthFRWH_1kMiRw?ref=rss&ecode=VqG7HrIH2UKW0p6c Date :…

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Posted in #AI ENG #DATA ENG

Top Data Science Education Initiatives By Institutions In 2020

While normal education suffered a standstill in 2020, there were a lot of online courses and programs that were initiated by some of the most prestigious institutions as well as big tech giants so that the process of learning and skill development doesn’t suffer. Source : https://analyticsindiamag.com/top-data-science-education-initiatives-by-institutions-in-2020/ Date : December…

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Posted in #DATA ENG #AI ENG

The Ethical AI Application Pyramid

“In a world more and more driven by AI models, Data Scientists cannot effectively ascertain on their own the costs associated with the unintended consequences of False Positives and False Negatives. Mitigating unintended consequences requires the collaboration across a diverse set of stakeholders in order to identify the metrics against…

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Posted in #DATA ENG #IOT ENG

Challenges with Big Data Analytics in IoT

Big Data comes with its own set of challenges, but also makes it possible to analyze assets generated by connected devices and influence better, profit-oriented decisions. Source : https://www.iotforall.com/challenges-with-big-data-analytics-in-iot Date : December 21, 2020 at 02:57PM Tag(s) : #IOT ENG Share this… Email Facebook Twitter Linkedin Whatsapp Print

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Posted in #AI ENG #DATA ENG

6 Best Top-End Workstations For Data Scientists

With the silos of data gathering every day, organisations around the world have changed the way they were working a few years ago. Source : https://analyticsindiamag.com/6-best-top-end-workstations-for-data-scientists/ Date : December 21, 2020 at 07:33AM Tag(s) : #AI ENG Share this… Email Facebook Twitter Linkedin Whatsapp Print