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darkxanthos

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Data Scientist

Posts132
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dontdelete.com 6y ago

PPP Loan Search

darkxanthos
4pts0
www.databozo.com 9y ago

Deep in the Weeds: Complex Hierarchical Models in PyMC3

darkxanthos
2pts0
www.databozo.com 9y ago

Break the Markov Chains of Oppression: Modeling Without MCMC

darkxanthos
4pts0
databozo.posthaven.com 9y ago

Event frequency analysis without arbitrary windows

darkxanthos
4pts2
databozo.posthaven.com 10y ago

Is a Billion $ Powerball Finally Profitable to Play?

darkxanthos
4pts2
drewfustin.com 11y ago

Isocrones Using Google Maps Distance Matrix API

darkxanthos
2pts0
www.databozo.com 12y ago

Finding a sample size for your split test

darkxanthos
1pts0
www.databozo.com 12y ago

Exploring PyMC3

darkxanthos
1pts0
www.datatau.com 12y ago

DataTau- HN for data science

darkxanthos
1pts0
www.pnas.org 12y ago

Revised standards for statistical evidence

darkxanthos
1pts0
hzrb1prl.launchrock.co 12y ago

Want a light weight .EML editor? Let him know.

darkxanthos
1pts0
www.databozo.com 12y ago

Understanding multi-armed bandit algorithms

darkxanthos
2pts0
www.databozo.com 12y ago

Finding a sample size for your split test

darkxanthos
1pts0
www.databozo.com 12y ago

Bayesian updating of Probability Distributions

darkxanthos
45pts25
www.databozo.com 12y ago

Significance isn't. Your split test is lying.

darkxanthos
2pts0
www.youtube.com 12y ago

Bayesian statistics made (as) simple (as possible)

darkxanthos
2pts0
www.math.umass.edu 12y ago

What is Bayesian statistics and why everything else is wrong

darkxanthos
2pts0
www.databozo.com 12y ago

Modeling complex cause & effect with Bayesian Networks

darkxanthos
2pts0
www.washingtonpost.com 13y ago

NSA slides explain Prism data collection

darkxanthos
2pts0
www.databozo.com 13y ago

Fuzzy Puzzles- Having My Baby

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1pts1
www.databozo.com 13y ago

Genetic Algorithms Part I- Chromosomes

darkxanthos
1pts0
www.databozo.com 13y ago

Shortest Paths with Dijkstra's

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1pts0
www.databozo.com 13y ago

Generating Music Algorithmically

darkxanthos
4pts0
chatasaur.us 13y ago

Chat App For Remote Engineers By Remote Engineers

darkxanthos
1pts0
www.bozozen.com 13y ago

Starting a Soylent-like experiment of my own

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1pts0
www.technologyreview.com 13y ago

Startup Lets Retail Stores Track Shoppers As Websites Do

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1pts0
github.com 13y ago

Most Basic Useful Jekyll Setup

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1pts1
news.ycombinator.com 13y ago

Ask HN: Are Soylent-like meal replacement shakes safe?

darkxanthos
3pts7
pocketloot.com 13y ago

Show HN: My homemade budgeting site I use all the time

darkxanthos
11pts4
nabewise.com 13y ago

Nabewise acquired by Airbnb

darkxanthos
1pts0

If someone has a switch, gifting a steam deck isn't an upgrade necessarily. You're giving them a platform that can't play most of the games they probably love. Not because of specs of course. A switch 2 is actually an upgrade. Almost all of their current games will run better and they'll be able to play more demanding switch 2 only games as they continue to trickle out.

It's definitely real that a lot of smart productive people don't get good results when they use AI to write software.

It's also definitely real that a lot of other smart productive people are more productive when they use it.

These sort of articles and comments here seem to be saying I'm proof it can't be done. When really there's enough proof it can be that you're just proving you'll be left behind.

I agree with the idea that true agentic AI is far from perfect and is overused in a lot of low or negative ROI contexts... I'm not convinced that where the ROI is there, even if the error rate is high, that it isn't still worthwhile.

Augmented coding as Kent beck puts it is filled with errors but more and more people are starting to find to be a 2x+ improvement for most cases.

People are spending too much time arguing that the the extreme hype is extremely hyped and what can't be done and aren't looking at the massive progress in terms of what can be done.

Also no one I know uses any of the models in the article at this point. They called out a 50% improvement in models spaced 6 months apart... that's also where some of the hype comes from.

I stumbled into Agentic Coding in VS Code Nightlys with co-pilot using Claude Sonnet 4 and I've been silly productive. Even when half my day is meetings, you wouldn't be able to tell from my git history.

My thinking now is removed from the gory details and is a step or two up. How can I validate the changes are working? Can I understand this code? How should it be structured so I can better understand it? Is there more we can add to the AI conventions markdown in the repo to guide the Agent to make fewer mistaken assumptions?

Last night I had a file with 38 mypy errors. I turned it over to the agent and went and had a conversation with my wife for 15 minutes. I came back, it summarized the changes it made and why, I debated one of the changes with it but ultimately decided it was right.

Mypy passed. Good to go.

I'm currently trying to get my team to really understand the power here. There's a lot of skeptics and the AI still isn't perfect and people who are against the AI era will latch onto that as validation but it's exactly opposite the correct reaction. It's really validation because as a friend of mine says

"Today is the worst day you will have with this technology for the rest of your life."

Yes. The point I took away from this is that this is not at all a focus of most academic settings. This ends up leaving a huge gap and leaving candidates with an academic DS background woefully unprepared and undesirable.

A very tangible reason to care if a degree is regionally accredited is that your degree will transfer to just about any other school. If my bachelors wasn’t regionally accredited I wouldn’t have gotten into my current masters program for example.

Like the other comments say as well... it’s basically what qualifies a “real” degree.

I was looking for something similar 6 years ago or so. “High quality” is difficult... but regionally accredited and a real degree does exist.

I went to Southern New Hampshire University and got my BA in Math w/ concentration in Applied Math. I started grad school at GA Tech for an MS in Operations Research via their distance learning program. I also got into USC and Kansas State.

I learned about this other degree after I was done though so you have at least two accredited options. It is slim pickings though: https://www.tesu.edu/heavin/ba/mathematics

I’m doing this with my masters right now. Taking distance courses in Operations Research at GA Tech. I’m 36 and have two years of part time grad school to go but it’s been an awesome experience. If it’s for you, im not sure why age matters?

Ditto. There’s no way this is projecting almost a year into the future and maintaining accuracy. It’s being trained on the test somehow or it’s doing something different from what I’m interpreting.

I like the general idea and have felt the same way for a while. For the benefits they list a message bus isn’t necessary. Even dispatching to multiple subscribers can be straight-forward with a proxy object. Instead you can design your OOP system to behave as though it’s passing messages and get a majority of the benefit along with a straight-forward path to refactor towards a message bus if/when you’re ready.

Wait what? Public opinion surveys (if that's what you meant) are absolutely still subject to error. This is especially due to getting a representative mix of all of the different populations.

Even without those issues, you still have the issue of people you survey not telling the whole truth... or surveys being poorly designed so that the question people think they are answering is not what was really being asked.

Data is hard. Just because you have some survey data and (maybe) did something statistical doesn't at all mean you should listen to it.