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For professionals working or interested in data analytics, data science, data management, and/or data strategy
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I’ve started to realize I use humour to deflect when I don’t feel confident in a meeting. I’ll make a joke or downplay my idea so it doesn’t feel like a “big deal.”

Has anyone found a way to break that… more

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Of late I have been looking at Explainable AI (XAI) and As AI gets complex, we want to know why it made a certain decision. XAI is about making those "black box" models more transparent and und… more

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I remember hearing someone say, “Don’t take work personally.”
But what if you do care? What if you put a little of yourself into every task?
How do you stay human in a place that tells you to detach?

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What's the one hot new data tool everyone's buzzing about right now?

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As data analyst what's your take on individuals who feed AI personal information, for example baby photos, personal photos,names and date of birth also a trend of having AI profile pictures and cu… more

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We once had a “team bonding” exercise where they asked everyone to share one personal struggle.
Half the room froze. The other half overshared.
It got weird real fast.
Why do we force vulnerability inste… more

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Beyond the serious stuff, what's AI's secret life in your world? What's the absolute strangest, funniest, or most 'why did I even try this?' thing you've ever asked an AI to do… more

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How many people here actually make an effort to do some sort of more 'formal' networking event? What's your preferred networking method? I know I need to get out there more, but l'm so unmot… more

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Is it just me, or is there a new addiction in town… called AI? From chatbots to copilots, we just can’t seem to log off. Have we crossed into full-blown AI addiction territory, or are we just evolving with … more

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Typical projects for data scientists at MBB?

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Have you ever felt like you peaked at a job you didn’t even like?
You knew the systems. People came to you for answers. You felt confident. But deep down, you were bored and stuck.
How do you walk away … more

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Do you think it's more acceptable to log on later and log off later or log on earlier and log off earlier? I typically like to work earlier so I can log off around 4, but I can't help but feel… more

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Dead Internet theory and social media accounts
I think this conspiracy theory got some angle to it that makes you question if it's true with social media content these days and AI generated conte… more

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Do you ever get imposter syndrome not because you doubt yourself, but because others do?
I knew I was good at what I did. But every ignored idea, every missed invite, every subtle slight made me second-guess… more

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What are your thoughts on recruiters asking candidates to make a short video and uploading it to YouTube explaining how they are best fit for the job and why they want the job?

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I just had a young coworker get promoted over me because of their advanced degree. I'm frustrated because they are lost and always asking me for help. Can you relate? What's something in your … more

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🚀 Final Project: Swin Transformer in Action
📍Clark University | Deep Learning & Vision
Explored Swin Transformer for image classification. Surprising result: ✅ Test Accuracy > Train Accuracy a rare sign of strong generalization!
Tested on CIFAR10/100 with Swin-T/S + random augmentations. Great performance on unseen data!

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Let's take it back to when you are newly hired at your current job,
What are you most excited to learn or build in the role?

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Does anyone have good podcasts recommendations that are educational & inspiring
Lots of podcasts shows are political or showbiz listening to them feelings like indoctrination.
Thank you

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Spent all day fixing a query that broke because someone renamed a column... in prod
No warning
No versioning
Just vibes and chaos
And now I’m in the blame thread
Why is “data engineering” sometimes just ch… more

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You know that feeling: you're deep in a task, hitting flow state, and you tell yourself, "Just five more minutes and I'll wrap this up." An hour or three later, you finally emerge, blinking into… more

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Speaking of RTO and child care for individual who can't afford daycare or are on some sort of wait-list. If RTO are mandated a lot of people will have life changing decisions to make.
A colleague … more

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Companies are pushing for more in-office days, citing collaboration and culture benefits. But are those benefits truly materializing, or is it more about justifying real estate and traditional management styles? … more

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Where your messy data goes to get a makeover, hit the gym, and come back insight-ready

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I wish there were recourse for false advertising in job posts. I just started a position that promised no weekend work, and here I am replying to emails on the weekend. Have you ever accepted a role listed … more

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In ensuring data is reliable, accurate, and available, what are your recommendations when it comes to Monitoring the health and quality of data systems and pipelines? or is this strictly handled by IT… more

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I fixed the query. Now the numbers are “wrong.”
Turns out the numbers were never right
They just looked close enough to not cause panic
Then I added proper filters and logic
Now I’m the problem
Ever got in… more

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I once got feedback that I was “too quiet” in meetings. So I started speaking more. Then I got told I was “too direct.”
It was confusing.
How do you know when to adapt and when to just be yourself?

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What’s the unspoken rule in your office that no one will admit to?
In mine, it was this: If leadership didn’t log off, no one else did either.
We all just stayed “active” on Slack until someone blinked.
more

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Welcome, Data Pros!

Let's build an awesome community for Data Analytics & Data Science!

Bowl Guidelines:

Community-focused content ONLY.
Engage respectfully.
NO spam, fake jobs, or self-promotion/person… more

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The ethical guardrails are still playing catch-up. Data privacy is getting complicated. With Models needing massive datasets, the potential for mishandling sensitive info or having breaches gets wider

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I see Glassdoor has implemented AI generated summary on every post. I am on Glassdoor app or is my phone bugging?

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The field is evolving fast with AI, automation, and new tools changing the game daily.

If someone asked you for advice on how to break into data analytics in 2025, what would you say?

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You ever work with someone who makes everything urgent, all the time?
Suddenly every message is a fire
Every update is critical
And somehow, they’re the ones setting the tone for the whole team
How do you… more

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🚗📍 Excited to present my research at the MDC at Clark University! I showcased “Smart Parking and Campus Navigation using AI and Geospatial Intelligence,” using VGG19 to detect parking spots and the Havers… more

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AAA games are heavy on GenAi "Activision" have been called out by gamers and developers, as artworks of such games were clearly AI generated. measuring the actual impact of generative AI, for data… more

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