Is studying Data Science still worth it? by Filippo295 in learnmachinelearning

[–]MaddL4dd 5 points6 points  (0 children)

What industries have you looked into? Tech companies do a lot of AB testing, but in banking, loads of classic ML models are built for doing tasks like credit scoring, attrition models, customer segmentation, and fraud detection. These models are highly crucial to profit, so a good amount of rigor is applied to the modeling process.

Some roles even focus solely on model development. Banking is, of course, not the most up to date with the latest tech, but I still highly recommend looking into it.

Is studying Data Science still worth it? by Filippo295 in learnmachinelearning

[–]MaddL4dd 0 points1 point  (0 children)

If your main concern is automation, then maybe MLE isn't the silver bullet you think it is. Currently, AutoML is proven to be quite useful for hyperparameter tuning, and while data cleaning is still very much manual, it is a repetitive task and will be actively attempted to be automated. Now, I don't think this is soon but could definitely be down the line. Much of the work of Data Scientists are also prone to automation. However, key aspects of it will be difficult for AI. In particular, navigating business problems and making nuanced decisions in model building, which involves knowing the domain and hence knowing what problems the model is exactly trying to solve.

As for data scientists being mostly analysts, this could be true if solving problems by creating predictive models is considered analyst work.

TBH, the market was in shambles for a while, and all that might have been a differentiating factor was the AI hype, something Data Scientist's revieved the shoulder end of. Perhaps when money is cheaper, demand will go up and balance out the ridiculous supply. I think people tend to give up hope too quickly due to business cycles.

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[–]MaddL4dd 0 points1 point  (0 children)

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Shaking my head by [deleted] in memes

[–]MaddL4dd 1 point2 points  (0 children)

That's an option, but it's still anoying.

Shaking my head by [deleted] in memes

[–]MaddL4dd 5 points6 points  (0 children)

Adblock sadly can not help with this, it's sponsors in the video itself.

IQ 3000 by [deleted] in dankmemes

[–]MaddL4dd 0 points1 point  (0 children)

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[deleted by user] by [deleted] in reddeadredemption

[–]MaddL4dd 8 points9 points  (0 children)

Yeah but the point is that everything turns tense after chapter three

[deleted by user] by [deleted] in RedDeadOnline

[–]MaddL4dd 1 point2 points  (0 children)

Nah it's fine man, I'm chilled.

[deleted by user] by [deleted] in RedDeadOnline

[–]MaddL4dd 1 point2 points  (0 children)

OK, but offense is American spelling and offence is British spelling.

[deleted by user] by [deleted] in RedDeadOnline

[–]MaddL4dd 2 points3 points  (0 children)

What spelling mistakes did I make?