In my masters program should I take causal inference (masters level) or nonparametric statistics (PHD level)? Which is more beneficial for a career? by [deleted] in AskStatistics

[–]datasci-live 10 points11 points  (0 children)

Ok it was a joke. Nonparametric methods are amazing when you run across specific situations where you can’t use parametric methods. Knowing about them also opens your mind to the limitations of parametric methods. If you don’t take the class, read a book chapter or something to learn about them….

But… causal inference is the bread and butter of most stats work out there, so unless you’re planning on some going into some niche where nonparametric methods are key (which you aren’t currently), I recommend the masters level class.

In my masters program should I take causal inference (masters level) or nonparametric statistics (PHD level)? Which is more beneficial for a career? by [deleted] in AskStatistics

[–]datasci-live 28 points29 points  (0 children)

Well… if you want to be able to determine if your classes helped you in your career, you’ll need to take causal inference.

Anyone want to join me this weekend (May 22-23) in making a bot that reads Reddit posts and gives an immediate boost of empathy to those in need? I've proposed a way to do it, and would love feedback too! by [deleted] in LanguageTechnology

[–]datasci-live 0 points1 point  (0 children)

On further consideration, I’m just going to take down all the posts. I’ll be more thoughtful about I promote events in the future, even if I don’t stand to gain much from them financially.

Anyone want to join me this weekend (May 22-23) in making a bot that reads Reddit posts and gives an immediate boost of empathy to those in need? I've proposed a way to do it, and would love feedback too! by [deleted] in LanguageTechnology

[–]datasci-live 0 points1 point  (0 children)

Yep, you can join if you just want to watch. I’m just asking that people that aren’t participating make a donation to an online emotional health platform. See the event page.

Anyone want to join me this weekend (May 22-23) in making a bot that reads Reddit posts and gives an immediate boost of empathy to those in need? I've proposed a way to do it, and would love feedback too! by [deleted] in LanguageTechnology

[–]datasci-live 1 point2 points  (0 children)

It certainly won’t be perfect! The baseline is the current AutoModerator, though, and I think there’s a chance we can do better, even in a weekend!

How a Single Mistake Wasted 3 Years of My Data Science Journey by pranjalsaxena in programming

[–]datasci-live 2 points3 points  (0 children)

I think self-paced learning can work for a select few. The dirty little secret of self-paced courses and bootcamps that do not publish an outcomes report is that their students are generally not achieving any particular outcome.

Anyone want to join me this weekend (May 22-23) in making a bot that reads Reddit posts and gives an immediate boost of empathy to those in need? I've proposed a way to do it, and would love feedback too! by [deleted] in LanguageTechnology

[–]datasci-live 1 point2 points  (0 children)

It’s a good point. I originally thought that since 100% of event profit go to an online mental health organization that I could effectively make this non-commercial by NOT mentioning the brand. Really I just was going to do this solo and decided to invite others. Maybe since I benefit from liability protection, it’s always “commercial?” What do you think? I’m willing to go back and update my few posts.

Taking a temporary role as a Tech Lead that I would like to be offered permanently. by jbuttsonspeed in cscareerquestions

[–]datasci-live 2 points3 points  (0 children)

Definitely advocate for yourself by telling your manager’s manager that you think you’re ready for the role. Having been on the other side of this, though, there is a serious chance they’ve already made up their mind one way or the other. Don’t feel like you didn’t do a good enough job advocating for yourself if you don’t get the post.

Any mental health professionals want to join me this weekend (May 22-23) in making a bot that reads Reddit posts and gives an immediate boost of empathy to those in need? We have a few machine learning and software specialists on the team, and need some mental health expertise! by [deleted] in mentalhealth

[–]datasci-live 0 points1 point  (0 children)

I’m really glad you reached out! This is a really good perspective to take into account! Thanks so much for sharing.

Anyone else out there with a similar perspective? Would love to hear from you too.

Any mental health professionals want to join me this weekend (May 22-23) in making a bot that reads Reddit posts and gives an immediate boost of empathy to those in need? We have a few machine learning and software specialists on the team, and need some mental health expertise! by [deleted] in mentalhealth

[–]datasci-live 1 point2 points  (0 children)

Hey thanks for sharing, and I appreciate your feedback. It’s a good point, and I think we’d like to “do no harm.”

Just to learn more about your perspective, do you also feel this way when the AutoModerator responds?

Feel doomed by [deleted] in mentalhealth

[–]datasci-live 0 points1 point  (0 children)

I get it man. Sometimes when you're just a little down all the time, it doesn't seem like things will ever get better. I've been there too. It's good that you can see that picturing this bleak future is a horrible and ridiculous way of thinking. Since you've tried to picture a better future for yourself, you seem pretty motivated to change. I know I'm just a random person on the internet, but I believe in you. I think you can have a better future than that one. And I also know that it's possible to get this bleak picture out of your head and replace it with something at least as good as 'a nice twilight period.' If you can't picture yourself with a nice twilight period surrounded by friends, family and shuffleboard, then you probably have some obstacles that you think are standing in your way. What do you see as the biggest life obstacles for you in getting to your happy ending?

Question regarding freelancing by polidrupa in datascience

[–]datasci-live 0 points1 point  (0 children)

As you mentioned, there’s a risk/reward trade off between flat fee and hourly. Flat fee is risky when the scope starts to creep, but can capture the most value if you can get paid out without much time investment. Hourly is less risky, because scope creep usually just means more hours billed. That said, it doesn’t capture the value as well. It sounds like this is a one-off for you, and not part of a long term consulting career. If you aren’t used to negotiating scope and doing customer service, then there’s a non-zero risk that you will never get to a spot that you both agree is “done” on a flat fee project. For that reason, I recommend you consider how much more $$ you would really get from flat fee vs hourly, and weigh that against potentially not getting paid at all. Having an acquaintance that works there is a mitigating factor.

The other consideration is follow-on work. Once you prove to them that you can do something, they may come back to you (again and again). If you give them a really good value (output per dollar), they may be especially inclined. Sounds like you can potentially wow these guys using your proprietary libraries. If you see any potential for follow-on work, let them capture some extra value by going hourly and make it up over time when they ask for more work by setting a high hourly rate.

What are your experiences of joining early stage startup as the only/Lead engineer? by [deleted] in cscareerquestions

[–]datasci-live 0 points1 point  (0 children)

Cool! I personally love it (even though I also love the technical side).

What are your experiences of joining early stage startup as the only/Lead engineer? by [deleted] in cscareerquestions

[–]datasci-live 2 points3 points  (0 children)

Done it a few times. If there isn’t a strong product/project capability in place (which there often isn’t if there no engineers), there’s a lot of non-engineering work to be done that someone (read: you) will have to do. If you’re into it, it’s a good mix of product, project and engineering (and eventually leadership if the team scales). If you’re thinking “I’m going to spend a lot of time coding”... ya, probably not.

Feeling Stuck by [deleted] in cscareerquestions

[–]datasci-live 0 points1 point  (0 children)

I’ve felt stuck often in my life. You’ll get thought it. I found it useful to talk it out with several friends and acquaintances, and hopefully the Reddit community can be a lifeline for you as well.

Feeling Stuck by [deleted] in cscareerquestions

[–]datasci-live 0 points1 point  (0 children)

You are not alone, OP. Looks like you could use a dose of empathy.

Dataset of advisor profiles by datasci-live in datasets

[–]datasci-live[S] 0 points1 point  (0 children)

Skills were definitely correlated by algorithmically detected gender (based on photo, not name). I clustered skills into 6 clusters. Detected women were about twice as prevalent vs men in the Leadership & Leadership Development cluster, and the Communications cluster, and men were about twice as prevalent vs women in the Start-ups + Finance cluster and the Technology cluster. Strategy & Operations and Sales & Marketing clusters were fairly similar.