#MachineLearning in speed of light: moderate size #3Dprinted physical optical version of trained static #DeepLearning #NeuralNetworks. arxiv.org/abs/1804.08711 Reminds me of the idea of having optical computer solving #NPcomplete problems in polynomial time.

In #machinelearning, predictors are often somehow biased by not resulting in uniform residual/error. There are ways to balance this at least for classification. What about continuous variable? scikit-learn.org/stable/modules…

"Why Are Enterprises So Slow?" There seem to be good reasons for this like responsibility in auditions (preferably external service provider). However, there may also be alternatives. zwischenzugs.com/2018/10/02/why… by Ian Miell

Interested in data science in Yle? We have a free presentation in Tampere in 20.11. Snacks and studio tour available! Please register via the link below. Welcome! meetup.com/Tampere-Data-S… #Meetup #Tampere

Tampere #DataScience #meetup in full speed. Timo Aho introducing how data science is conducted at Yleisradio @YleDev

#NeuralNetworks seem to follow simple and local strategy on image classification. That is, they seem to ignore environment of detailed patterns. Wieland Brendel link.medium.com/J4kfZ7CC5T

Executing #tsne efficiently on web browser client #GPU. nicola17.github.io/tfjs-tsne-demo/

Finland’s government is now led by these five party leaders. #newgeneration

Interesting, ksqlDB is a way to use streaming KSQL in a more database-with-state way. confluent.io/blog/intro-to-…

Recognizing that many computing researchers, practitioners, and academics are now working remotely, for the next three months, through June 30, 2020, there will be no fees assessed for accessing or downloading work published by ACM in our Digital Library, dl.acm.org

How are you doing #datascience in practice? Want to help improving the projects? Share your experience in a scientific survey and learn how others are doing it: forms.office.com/Pages/Response…

The name is Xitter. This service, for me. #xitter #x #twitter

Please share this far and wide. As far and wide as you can. NIST Password Guidelines for 2024 are in the process of being updated. This is a HUGE pet-peeve of mine (when vendors in particular are still operating like its 2017 and keep changing passwords every 60 days, STOP DOING

Researchers discussing ethical aspects of #ArtificialIntelligence in #NIPS2017: "Artificial Intelligence Seeks An Ethical Conscience" wired.com/story/artifici… by WIRED

Yle kerää pilvipalveluun tietoa palveluidensa käytöstä sisältöjen ja käyttökokemuksen kehittämistä varten. #bigdata #aws yle.fi/aihe/artikkeli…

"People no longer trust each other. Why? And how can we fix it? An interactive guide to the game theory of trust" ncase.me/trust/

Remember that the world is getting better and better. E.g. life expectancy is increasing and middle class is growing. Especially during the last few years. Great #data #visualization by Gapminder bit.ly/2uZiDNo

Never give up, some day you will succeed! 😀XKCD Comic xkcd.com/1827/