Old is gold: timeless technologies in modern data science
💡 Amid the rapid pace of technological advancements, it's intriguing to observe how 'old school' methodologies still find their place, even in progressive fields like DataScience.
Take decision trees and their ensembles, like Random Forests, as an example. While they might appear rudimentary next to modern, complex algorithms such as deep learning, they offer unparalleled interpretability and simplicity. Ensemble methods, in particular, excel in scenarios where the goal is to avoid overfitting.
Similarly, the Fourier Transform, a mathematical technique with a rich history in signal processing, remains indispensable for tasks such as audio processing, image analysis, and data compression, even in the face of emerging advanced methods.
And who can forget SQL-managed relational databases? While the handling of unstructured data gets revolutionised by the emergence of NoSQL databases (and let's not get started on Vector Databases 😅), SQL databases with their structured organisation, ACID compliance, and robust query language continue to maintain a stronghold in numerous business applications.
These 'classic' methods, which might seem 'old school' in today's swiftly evolving tech landscape, have an enduring presence that speaks volumes about their effectiveness and relevance. They gently remind us that progress isn't just about discarding the old, but also recognising its strengths and applying them wisely to solve problems. 🧘♂️
And while you think about it, enjoy some 'old school' charm with film photography. 📷
Tara national park
The Drina river
The Vrelo river - exactly 365 metres long
There's an unparalleled magic in capturing a moment on film, waiting for it to develop, and finally revealing a picture filled with unique textures and colours. Check out some of our team's recent film photos from Serbia in the images above!
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Almost weekly a friend or an acquaintance asks me, I want to learn to code; which language should I start with? More or less bi-weekly I get a DM on LinkedIn starting with My son should start programming; what is the best language for him?
Even before COVID hit humanity in 2020, healthcare was already under a lot of strain. Expanding global populations have put pressure on infrastructure and evolution hasn’t been as fast or as effective as many had hoped. When you add in the problems caused by a global pandemic, it’s a grim picture, especially for those without the resources to pay for innovative treatments and the best care. But it doesn’t have to be.
Expanding global populations have put pressure on infrastructure and evolution hasn’t been as fast or as effective as many had hoped. When you add in the problems caused by a global pandemic, it’s a grim picture, especially for those without the resources to pay for innovative treatments and the best care. But it doesn’t have to be.
Homegrown service, global thinking.
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel.
Hello world! For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
Mistakes to avoide while planning data strategy
For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing.
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
When inside of nested selector system.
For static content, just drop it into any page and begin editing.
How to customize formatting for each rich text
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing.
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
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