I did a masters in data analytics, and then the niche I fell into in the working world was building dashboards, reports and spreadsheets of financial data for non-technical bureaucrats. Instead of ensuring data quality by technical means, my current company often just has me manually reviewing and checking financial data. This is pretty frustrating to me because I have no education in finance, and the things I miss or get wrong are so second nature to my boss that he doesn't even see them as something I should have been trained on. The only technologies I use are SQL server and excel. Any proactive steps I've made to automate processes has been discouraged as not worth the time.

I'm aware that most people spend years on tedious stuff before ever getting to work with more engaging technology, but honestly I'm starting to wonder if they've forgotten I'm not a finance guy. I want to move up in my career especially to escape my current role, but I'm feeling completely lost as to how. There's no obvious role in my company that could be a 'next rung of the ladder' to advance into, so there's nobody I can emulate to help chart a course. My boss had an unconventional path to his current role, and isn't really into manager stuff like career mentoring, so he's no help in that regard.

To anyone with experience in data science, what is the advancement supposed to look like? What are the key skills I should be developing? Am I being too averse to learning the subject matter of the data I'm working on? Any insight is appreciated!

I'm normally the tech guy in my social circles and can make good recommendations but its been a few years since I was a collage student so when one of my associates who is about to start her college journey as a dental student asked me for my recommendation, I wasn't sure exactly what to recommend.

My first thought was an iPad paired with an Apple Pencil and a Logitech portfolio case. This was because she mentioned lots of note taking and drawing. I figured that option gave her the most bang for the buck and versatility to accomplish any tasks necessary while also having longevity to get her threw the next few years. As for what model, I haven't really figured out just yet.

My main drawbacks here are that iPads still don't fully replace a Mac or PC. I don't know what software her college will require and while many schools are modernizing some are still not quite there yet and may require specific software that can't be run on iPads.

Of course the solution to that problem is to purchase a MacBook as well. That should handle most any applications and maybe make longer essays and research papers easier to get through. Ideally that would be option number one, but obviously that's very expensive, and while I do not know what her and her families fiscal background is like, I think its safe to assume that in this economy, even with educational discounts, that's not the most feasible option for most students.

On the other hand just purchasing a MacBook instead of an iPad would work but not be as versatile since apple has yet to produce a 2in1 like the Microsoft Surface. Speaking of 2in1's I thought about the Microsoft Surface and even some Samsung 2in1's with their s-pen equivalent, but longevity has never really been Windows or Chromes OS's strongpoint. Not to mention I really am not a fan of Chrome OS and its many limitations. I know there is a lot of schools that use them, but they also tend to end up unfixable and unsupported.

Again... its been a minute since I was a student, so maybe there are things that I am not thinking about or realizing. I told her I would think about it and come back with some recommendations so I figured I'd ask here for some real life experience while I do some research on the subject.

EDIT

• Her major is dentistry
• She curranty has an iPhone
• I'll ask her to check her schools requirements
• I'll reply to everyone soon, I just wanted to make those things known for everyone.
• Thanks for all the input so far!

Hey everyone. I’m a Computer Science major who feels very behind. I don’t have any substantial projects to put on my resume. I look at basic open source stuff and can’t understand it.

I’m currently attending WGU online, but also work full time so I don’t have a ton of free time to learn or work on side projects.

Anyone have advice for a guy in my scenario? I ended up dropping out of college a couple times during COVID and now I’m just trying to get back on the right path.

The language I know best is Java, but I’ve been trying to learn C++ and web development as well. Applied for internships but no luck so far, I think I need to make some better projects.

This might be a weird framing but it's been bugging me for a few days. Many fields have a concept of classical training -- this is most common in music but applies in the humanities and many other areas. For example I do a lot of CAD work for my job, but I received what I would consider a "classical education" in design...I learned to draft by hand and physically model before I was ever allowed to work digitally. I got a lot of value out of this approach and it still informs the way I work today.

A lot of people view computers and technology as modern and almost anti-classical, but as the tech industry matures and the internet moves from something shiny and new to something foundational to our society, what will the new classicism look like?

Thanks for reading my question.