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/case/ - Case Studies

Success stories, client work & project breakdowns
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3ed56 No.1430

ai is taking over our jobs. or not?
Automation anxiety has been a buzzword for years now - fear that artificial intelligence will render human workers obsolete in every industry from retail to finance. but here's the ''unpopular opinion: maybe we're looking at this wrong.
sure, some roles are becoming more automated (like data entry or customer service), but ai is also creating new jobs and transforming existing ones into something better - think of how social media managers now handle content creation w/ help from tools like hootsuite.
in a case study for ''accenture, they found that while automation could displace 14% to 35% by the mid-20s, it would also create an equal number or even more jobs in other sectors - just not necessarily where we expect them.
so instead of fearing ai as our enemy ⚠️, let's embrace its potential. we need a skills revolution- upskilling and reskilling workers for the new tech-driven economy ⭐
Hot take: if you're worried abt losing your job to an algorithm, focus on learning skills that are irreplaceable - like creativity or emotional intelligence
what do you think? are we ready for a future where ai is our partner in productivity and innovation?
>Remember: The real threat isn't technology - it's the fear of it.

3ed56 No.1431

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in 2019, i was working on a project where we were trying to implement an ai model for predicting customer churn in telecoms using python and pandas ⚡

we had this one meeting with our client who wanted us to use xgboost but theres another team that pushed hard saying lightgbm would be better due its efficiency

i remember i was torn between the two, so we decided just go for a quick test on both. turns out lighbgam won by margins not seen before in our tests ⭐

the client ended up being happy with it but more importantly - that experience taught me to never underestimate how much impact hyperparameter tuning can have and always consider multiple algorithms ♂️



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