#Data monitoring

[bitstream24]

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[rajeshwaria]

How Quantzig's Data Quality Improvement Solutions Boost Business Intelligence

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[icedq-toranainc]

What is Data Monitoring? Discover its Benefits and Concept Data Monitoring is the systematic and continuous process of establishing checks, controls and notifications for production data pipelines and input data. Discover how to implement Data Monitoring, its benefits and solutions. To learn more visit - https://icedq.com/data-monitoring

[datadwip]

https://inquirydatadwip.wixsite.com/datadwip/post/future-trends-in-data-monitoring-what-to-expect-in-2025

Discover the future trends in data monitoring for 2025 and beyond. Learn how AI, security, real-time insights, and data intelligence will transform your business.

[edujournalblogs]

Roles of a Data Engineer

A data engineer is one of the most technical profiles in the data science industry, combining knowledge and skills from data science, software development, and database management. The following are his duties :

Architecture design. While designing a company's data architecture is sometimes the work of a data architect, in many cases, the data engineer is the person in charge. This involves being fluent with different types of databases, warehouses, and analytical systems.

ETL processes. Collecting data from different sources, processing it, and storing it in a ready-to-use format in the company’s data warehouse are some of the most common activities of data engineers.

Data pipeline management. Data pipelines are data engineers’ best friends. The ultimate goal of data engineers is automating as many data processes as possible, and here data pipelines are key. Data engineers need to be fluent in developing, maintaining, testing, and optimizing data pipelines.

Machine learning model deployment. While data scientists are responsible for developing machine learning models, data engineers are responsible for putting them into production.

Cloud management. Cloud-based services are rapidly becoming a go-to option for many companies that want to make the most out of their data infrastructure. As an increasing number of data activities take place in the cloud, data engineers have to be able to work with cloud tools hosted in cloud providers, such as AWS, Azure, and Google Cloud.

Data monitoring. Ensuring data quality is crucial to make every data process work smoothly. Data engineers are responsible for monitoring every process and routines and optimizing their performance.

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[marklovesdata]

SnowDQ – Unveiling the Data Quality Tool for High Quality and Accurate Data

The infographic offers a glimpse into the importance of data quality, exploring how it shapes the destiny of businesses by enabling precise decision-making and fostering a culture of innovation.

Read more: Data Quality Tool for High-Quality Data

[neon-wonderlands]

[misfitmiska]

Accommodations.

[garymdm]

Data Observability: A Game-Changer for Data-Driven Decision-Making

In the fast-paced world of modern technology, data is the lifeblood of organizations. It fuels decision-making, drives innovation, and underpins virtually every aspect of business operations. However, the ever-increasing complexity of IT infrastructures and the proliferation of data sources have made it challenging for companies to comprehensively understand their data health. This is where Data…

[bitstream24]

Diesel Decoder – PGN Heavy-Duty Diagnostics Tool for Smartphones

Transform your smartphone into an HD diagnostic tool with the free Diesel Decoder app. Sync via Bluetooth to access vital trip and diagnostic data in a user-friendly format.

[stagefoureddiediaz]

Ok Buck and his two watch theory - I’m still percolating but here’s what I have so far!!

The second ‘watch’ is a fitness band - it’s a whoop band - top of the market biometrics tracking band that monitors your heath and fitness and offers you custom suggestions on how to improve things - sleep, fitness, weight etc etc.

This is not the first time we’ve seen buck go on a health kick - he’s done it periodically - the interest g tho g is when he’s gone on these health kicks! The first time we get health kick buck is in 201 - which is obviously when Eddie arrives on the scene at the 118. Now obviously we could tie it in to Eddie and buck feeling threatened by this hot new guy with a silver star - except that’s not what it is because he is already on his health kick (dhx scan!) before he knows of Eddie’s existence. Abby left Buck at the end of season 1 and this health kick is in gear in the immediate aftermath of that - almost as if he thinks that improving his body fat percentage and getting fitter, stronger, leaner etc will bring Abby back to him - that that is why she hadn’t returned - that he’s not good enough.

The second time we see a health kick is after Ali leaves him at the end of season 2 - we get buck determined to get back to work at the beginning of season 3 and therefore pushing himself harder than he should - which leads to his blood clots occurring. Buck has placed his worth in his job and therefore needs to be fitter stronger - healed - as fast as possible so he still has the one thing he has left - his job - because both of his relationships have been connected to his work so if he’s better able to do his job he’ll be more attractive to someone and then they’ll stay!

The third time is once again connected to the end of a relationship but it’s not so much about his physical health as it is his mental health - but buck did the breaking up this time instead of being broken up with. He splits with Taylor at the end of season 5 - he is the one to end the relationship. At the start of season six instead of placing his worth in his job and being fitter and stronger etc we get Buck deciding to take a different tack and he starts a year of yes, after reading a book, which does end up becoming about his physical health when he says yes to becoming a sperm donor - abstinence and alfalfa smoothie anyone?!

The sort of anomaly is his break up with Tommy - firstly because it happens in the middle of a season rather than at the end (it’s not even a mid season finale break up either) and secondly because he starts baking instead of going on a health kick. Baking is still about improving oneself - but it’s much more about learning a new skill rather than getting fitter etc. in someways it’s a continuation of the previous breakup coping tactic - in that it’s about mental improvement rather than physical and we haven’t seen it become about physical health. And before anyone tries to point out that the new fitness band is it becoming about physical heath - after they hook up in 811, reply with - the start of the fitness band wearing stems back to Eddie telling buck he’s moving back to El Paso - that he’s leaving him.

The Eddie leaving to go back to El Paso did happen at the mid season finale and we’ve returned to buck wearing a fitness band. They haven’t outright stated or even clearly shown why he’s wearing the fitness band, but this upcoming episode has it on full display so I’m hoping we’ll get to find out the reason for its existence (give me the exposition). My feeling is that it’s Buck once more trying to improve himself through his fitness and health, but unlike all of the other attempts this one has something much more permanently tangible - that band is always on him.

So whereas before all his breakups were connected to fad health and fitness regimes or as a way of improving himself through things that had a fixed date attached to them or something that is generally connected to poor health (baking as it’s cakes and breads are not really healthy) - a dhx scan is a one off thing not something you do all the time, the same for getting fit from you injury so you can get back to work and the year of yes and alfalfa smoothies have fixed time periods attached to them as well. These all speak of bucks abandonment issues being central to why he’s cycling through this behaviour pattern - in the same way getting injured as a child got his parents attention - temporarily and in an unhealthy way, these attempts to fix himself in the hope people won’t abandon him.

This time though there is no fixed time period attached to this potential health kick - the band is always on you and will feed back suggestions on improvements Buck can make on a regular basis.

The implication is that this self improvement kick is a genuinely healthy more sustained one and that it will therefore bring Eddie back to buck because he’s finally growing in a sustained way rather than a faddy way as a coping mechanism for being left or having to leave.

This is all purely speculation around a possible explanation for why the whoop band has appeared - there are all plenty of possibilities for it’s appearance on bucks wrist, including that they’re going to use the biometrics tracker as a way to have buck taking a sick day next episode when there’s nothing wrong with him - false data being provided by the tracker - which would also fit into the lying and fake theme we seem to be getting this season, especially because it’s collecting biometric data when we are seemingly going to get a biohazard incident of some kind in 814. Or it’s possible that it’s connected to the reverse - that the data buck is collecting on his biometrics helps provide information that helps put an end to the biohazard - although this seems very unlikely. It could also be an even longer game - and that it’s in some way connected to bobby and his impending death and resurrection - because a fitness tracker will only collect data if someone wearing it is alive - it can’t collect heart rate etc when there isn’t one. So if buck gets bobby involved in wearing a tracker for some reason it could either prove bobby is alive because it’s still getting data, or it could lead them to where bobby is located!

Only time will tell why we’ve now got buck wearing a fitness tracker and if I’m correct in any of my theories and speculation!!

[ilkkawhat]

The Dark Presence...Fuck! Fuck! Fuck! Fuck!

[kaisollisto]

(set sometime after this)

what do I look like_

Beatrice pauses, she knows there is only one correct answer but she hesitates. She runs a quick diagnostic scan in her system before she hovers over the chatbox. 

She’s run data on Ava for so long it should be easy to rattle off the numbers and geometry of her curves, the environment and the scale and magnitude of her body. She could close her eyes and sculpt her 3D model running on the barest of functions of her own body. She could chart her topography map on the stars. She could describe how and why every single rock and soil sediment came to be and formed on Ava. What forces of nature changed and shaped her the way she is now. 

The “_” bar flickers at her, Beatrice thinks that’s Ava’s way of blinking at her. She should start at the beginning, should describe the grueling process of creating an infrastructure to be supported by her, the new agriculture that has emerged because of her but it seems like there is no answer she can give that can match the weight of Ava’s question. 

There’s a rawness to her message, like Ava has invited her inside to peer inside a panel with a fraction of her wiring. (She’s seen vague blueprints for it, has even attempted to emulate a new environment from Jillian’s leftover notes but none of them make it past the first couple tests.) It’s a new thing to learn from her, to realize that she will always be changing but Beatrice is stagnant. 

Beatrice places her hand on the patch of grass on the cliff side. She can peer over the edge and watch as they pass by the blinking cities below. She wonders if this may help, if it could bring her closer to describing her in a way that Ava has only known. 

Ava is silent and Beatrice didn’t think she could feel this much from one question. She doesn’t know how to describe it but it feels like all of the bolts inside of her are expanding and she too must adapt. It’s odd what Ava is asking, (at the core of it all am I still me?) 

The numbers don't seem to matter anymore, how could she even begin to quantify any sort of Ava with her data. There are no words fit to describe her. It’s frustrating, everything that she’s ever known is running away from her. There must be something wrong, she must be doing this wrong. 

And for a moment Beatrice falters, she falters, she feels diminutive. A query to an answer that she doesn't have. A tender sort of thing from Ava that she cannot grasp, a whisper that she cannot hear. 

She’s missing something, she must have missed something on Ava. It’s incomplete and wrong and she must start over. There must be an adequate way of seeking her, finding Ava’s answer. 

I don’t know._

[fisheito]

let him speak

[rozzywell]

hey what if in the acid pit scene in junk yard dog KITT was still checking how Michael was doing because he was showing signs of distress

Aough. Thinking about him monitoring Michael's vitals and such via the comlink specifically. I'll be real I don't remember if it even works like that but I don't care. "I need your help and am calling out for you and doing the closest thing I can to physically making contact (essentially grabbing at your wrist) but neither of us can actually do anything and the only thing my readings are telling me is that you're just as scared about it as I am." OKAY!!!!!

[neon-wonderlands]