IQVIA is a Global CRO with like 80-90k employees. They do two things really well. Running clinical trials (Phases I-IV) and vacuuming up healthcare data (claims, EMR, sales, etc.,…
Counterpoint to that is when a recruiter initiates contact they are often very coy until they have you on the phone, frequently not even sending a JD until after that first conversation (where this line of questioning…
Certilytics | Hiring Data Engineers, Product Managers, Analysts, Developers, and more | Remote: US Only | Full-time Certilytics provides sophisticated predictive analytics solutions to major healthcare organizations by…
Certilytics | Hiring Data Scientists and Data Engineers | Remote: US Only | Full-time Certilytics provides sophisticated predictive analytics solutions to major healthcare organizations by integrating financial,…
Certilytics | Louisville, KY | REMOTE (US Only) | Machine Learning Research Engineer Do you enjoy reading the latest machine learning research on Arxiv? Do you challenge yourself to reverse engineer interesting papers?…
Does this do experiment tracking similar to MLflow? I’m trying to figure where these two overlap and where they diverge.
A subscription to safaribooksonline.com ($399/year) is my favorite way to spend part of my learning budget. Having access to the entire catalog of O’Reilly (and it’s affiliates) books is awesome. Access to conference…
From my experiences (currently work with several Fortune 100 health insurers/benefits managers, and have previously worked for another large insurer, a major academic medical center, and a large pharma company),…
That's fair. Google's recent paper on predicting patient deaths is another good example of this (logistic regression + good feature engineering performed just as well as their deep learning models, and the logistic…
I've always viewed DeepMind as more of a skunk works program and less as a profit driven enterprise. DeepMind exists primarily to push the limits of what can be done when you put group of leading researchers together in…
Being rules based isn't necessarily a bad thing or disingenuous. I develop healthcare AI products (ML/DL researcher) and we actually aim to be able to translate our models into a rules based engine (find a strong…
Healthcare data can't be shared the way the browser histories, cell phone location data, etc. can. It's a completely different set of a rules that people have to play by (HIPPA for example). I build machine learning…
It depends on the use case. Our work primarily revolves around extending Spark with custom pipelines, models, ensembles, etc. to be deployed into our production systems (petabyte scale). Scala was really the only way to…
Kafka too
Scala is used pretty heavily in the big data world, particularly if you are working with Spark.
Not sure how easy it is to find outside of boutique pets stores (just happen to live near a fantastic one that delivers for free) but I highly recommend the Orijen brand. Have tried numerous other “premium” brands with…
Having been privy to some of the contractual details of deals that Google has made with other medical centers, I’m betting that they probably got it for ”free”, as in they didn’t directly pay a set fee to the…
Wasn’t that already possible via the rJava library?
That's actually a bit out of date. The nightly builds are now 0.7 (not sure I've seen this mentioned beyond Discourse/Github). It will primarily serve as a depreciation release, i.e. things that would have just broke…
Zero incentive to move to SF. The cost of living has reached a point where I'd end up taking home less disposable income even with a significant increase over my current base salary and signing bonuses get eaten up by…
Absolutely, though as you mention, removing the ability to use packages and the necessity of writing statistical code that properly accounts for data being spread out across multiple nodes would likely be out of the…
I don't believe I praised RStudio at any point in that commment and concern about a very realistic potential hurdle that Rodeo may face as it's codebase grows and matures =/= criticism. I have no issues with the speed…
Realized I never posted the link about R 3.4 that I referenced. https://cdn.ampproject.org/c/s/www.r-bloggers.com/performanc...
Thanks for mentioning it. I almost always forget about Spyder. I'm not sure if that says more about me or Spyder.
Julia's biggest hurdle is the lack of well functioning DataFrames (or the current fork, DataTables). Tons of issues around nullable arrays, etc. have really slowed progress. I do think it's got a ton of upside, but I've…
IQVIA is a Global CRO with like 80-90k employees. They do two things really well. Running clinical trials (Phases I-IV) and vacuuming up healthcare data (claims, EMR, sales, etc.,…
Counterpoint to that is when a recruiter initiates contact they are often very coy until they have you on the phone, frequently not even sending a JD until after that first conversation (where this line of questioning…
Certilytics | Hiring Data Engineers, Product Managers, Analysts, Developers, and more | Remote: US Only | Full-time Certilytics provides sophisticated predictive analytics solutions to major healthcare organizations by…
Certilytics | Hiring Data Scientists and Data Engineers | Remote: US Only | Full-time Certilytics provides sophisticated predictive analytics solutions to major healthcare organizations by integrating financial,…
Certilytics | Louisville, KY | REMOTE (US Only) | Machine Learning Research Engineer Do you enjoy reading the latest machine learning research on Arxiv? Do you challenge yourself to reverse engineer interesting papers?…
Does this do experiment tracking similar to MLflow? I’m trying to figure where these two overlap and where they diverge.
A subscription to safaribooksonline.com ($399/year) is my favorite way to spend part of my learning budget. Having access to the entire catalog of O’Reilly (and it’s affiliates) books is awesome. Access to conference…
From my experiences (currently work with several Fortune 100 health insurers/benefits managers, and have previously worked for another large insurer, a major academic medical center, and a large pharma company),…
That's fair. Google's recent paper on predicting patient deaths is another good example of this (logistic regression + good feature engineering performed just as well as their deep learning models, and the logistic…
I've always viewed DeepMind as more of a skunk works program and less as a profit driven enterprise. DeepMind exists primarily to push the limits of what can be done when you put group of leading researchers together in…
Being rules based isn't necessarily a bad thing or disingenuous. I develop healthcare AI products (ML/DL researcher) and we actually aim to be able to translate our models into a rules based engine (find a strong…
Healthcare data can't be shared the way the browser histories, cell phone location data, etc. can. It's a completely different set of a rules that people have to play by (HIPPA for example). I build machine learning…
It depends on the use case. Our work primarily revolves around extending Spark with custom pipelines, models, ensembles, etc. to be deployed into our production systems (petabyte scale). Scala was really the only way to…
Kafka too
Scala is used pretty heavily in the big data world, particularly if you are working with Spark.
Not sure how easy it is to find outside of boutique pets stores (just happen to live near a fantastic one that delivers for free) but I highly recommend the Orijen brand. Have tried numerous other “premium” brands with…
Having been privy to some of the contractual details of deals that Google has made with other medical centers, I’m betting that they probably got it for ”free”, as in they didn’t directly pay a set fee to the…
Wasn’t that already possible via the rJava library?
That's actually a bit out of date. The nightly builds are now 0.7 (not sure I've seen this mentioned beyond Discourse/Github). It will primarily serve as a depreciation release, i.e. things that would have just broke…
Zero incentive to move to SF. The cost of living has reached a point where I'd end up taking home less disposable income even with a significant increase over my current base salary and signing bonuses get eaten up by…
Absolutely, though as you mention, removing the ability to use packages and the necessity of writing statistical code that properly accounts for data being spread out across multiple nodes would likely be out of the…
I don't believe I praised RStudio at any point in that commment and concern about a very realistic potential hurdle that Rodeo may face as it's codebase grows and matures =/= criticism. I have no issues with the speed…
Realized I never posted the link about R 3.4 that I referenced. https://cdn.ampproject.org/c/s/www.r-bloggers.com/performanc...
Thanks for mentioning it. I almost always forget about Spyder. I'm not sure if that says more about me or Spyder.
Julia's biggest hurdle is the lack of well functioning DataFrames (or the current fork, DataTables). Tons of issues around nullable arrays, etc. have really slowed progress. I do think it's got a ton of upside, but I've…