DataDoses

Data science, ML, AI.
Talk to me about the intersection of data and cyber security.
Endlessly interested.

[DataDoses @Datadoses]

Many data science tutorials give very clear outcomes on very clean data.

Good for learning. Not at all common in business.

Data is messy. Outcomes may be ambiguous, but even crystal clear ones don't always get supported.

DS reality != DS tutorials
(still love it though)

[DataDoses @Datadoses]

@visakanv Classy you say?

[DataDoses @Datadoses]

@kuhlenhuth @databricks Loved this demo and the real time error correction!

[DataDoses @Datadoses]

@arikaplan1 @matei_zaharia @Data_AI_Summit @databricks Sitting in the audience for that - such a cool moment!

[DataDoses @Datadoses]

Fantastic panel of women in data and AI at the databricks summit!

#databricks #dais2024

[DataDoses @Datadoses]

@matsonj @rob_soko @archieemwood I thought it was this one - same difference? https://t.co/UEV3WYjtrt

[Ben Larson, Ph.D. @blarson424]

@tcarpenter216 @adamjnafa The original hard drives, you used to be able to add more platters to expand storage. Thus bad boy probably weighed 200lbs and stored 10MB

[DataDoses @Datadoses]

@IanColdwater Literally scrolling to distract my brain from telling me everything I just said wrong in one of the 97%ers

[DataDoses @Datadoses]

@alyce_ge Yes. Being an ML leader or practitioner who pushes to exhaust all other reasonable options before ML catches some people way off guard.

[DataDoses @Datadoses]

@HamelHusain And most hyping AI software/solutions have a vested financial interest in doing so. Reminds me of the crypto craze.

I keep waiting for some AI solutions to bubble up as leading contenders for value creation in the space, but instead new thing after new thing gets released.

[DataDoses @Datadoses]

@matsonj I was ready to nod along knowingly...but SQL and data cleaning?

Gotta push back against the idea that it's common to have pristine datasets delivered with no assembly required in most (any?) data science jobs.

[DataDoses @Datadoses]

Not data inputs, not data outputs, but a secret third thing.

Learn embeddings here.

[vicki @vboykis]

Ok, so LLMs are a Thing.
How do they work? Embeddings.
WTF are embeddings?
I spent a year doing a deep dive. But when I was researching, I couldn't find anything that explained them in business, engineering, AND math contexts. So I wrote a thing.🚀

https://t.co/iykVXIuzty

[DataDoses @Datadoses]

@mar15sa This type of organic growth seems ideal...but how do you start, then?

[DataDoses @Datadoses]

@Adam_Karpiak Not looking for a new role right now but keeping up on the trends and advice anyway!

[DataDoses @Datadoses]

@data_recruiter It does my heart good to read comments like this. I love knowing y'all are cheering for the candidates!

[DataDoses @Datadoses]

@blprnt If you're still looking for testers, would love the link!

[DataDoses @Datadoses]

Want to help out those who may have gone through layoffs or are otherwise struggling, but not sure how? Consider this toy drive!

[Adam Karpiak @Adam_Karpiak]

Time for my 6th Annual Holiday Toy Drive! If you're unemployed/underemployed & need help for your kids this holiday season, I have an awesome community that can help with toys, clothing, school supplies, etc. If you need help OR would like to help, check out the link in my bio!

[DataDoses @Datadoses]

@ArynnPost I've wondered about the move to preferring data science degrees for data roles and how that will affect an industry that originally brought in people from a variety of backgrounds.

[DataDoses @Datadoses]

To negotiate the job offer or not to negotiate the job offer...

I wish I was as confident as those who insist you should always negotiate.

[DataDoses @Datadoses]

@ptrblck_de @mrclbschff @joshuastarmer @analyticshero @BecomingDataSci ✅ Followed @ptrblck_de
✅ Ordered Deep Learning with PyTorch

Thanks for the recommendations!

[DataDoses @Datadoses]

Full stack of data science goodness here.

[DataDoses @Datadoses]

@analyticshero @joshuastarmer @BecomingDataSci Thanks for writing it! I've referenced your book a couple of times when talking to my team already - both for how much better people recall a story vs a statistic, as well as why a data visualization is more persuasive than a data table. So many useful concepts!

[DataDoses @Datadoses]

@james_veni @joshuastarmer @analyticshero @BecomingDataSci I think I got all of them from Amazon, but will let the authors chime in if there are better options.