Alexander Zehetmaier

Obsessed with Small Data Machine Learning to democratize AI for Startups and SMEs

consAI founder

Lecturer IMC Krems

[German AWS Community @AWSCommunityDE]

Thanks to all for this amazing time in #Berlin! It was a blast!

Some #impressions from the #AWSCommunityLounge

And thanks to the organisers from the DACH Community @Osterjour
@hoegertn @pgarbe @aaronwalker @VolkmerStefan @andreas_ruetten @linda_mhmd

#Aftermovie #AWSSummit

[Linda Mohamed @linda_mhmd]

Thank you all for making this great event possible! It was incredible to be a part of it! 🫶

[Linda Mohamed @linda_mhmd]

Thank you so much for having us @AWS_DACH. It was such a great experience talking in front of real people again after this long time. 🤩🤗 @AlexZehetmaier

[Alexander Zehetmaier @AlexZehetmaier]

@wolkencode @linda_mhmd Thanks for your kind words and I am happy you enjoyed it 😃

[Alexander Zehetmaier @AlexZehetmaier]

@FrankPrechtel @linda_mhmd Danke Frank für deine netten Worte 😊

[Frank Prechtel @FrankPrechtel]

The community hall at #AWSSummit is again filled to the brim with @linda_mhmd and @AlexZehetmaier presenting "machine learning for startups".

[Alexander Zehetmaier @AlexZehetmaier]

Thanks @AWS_DACH for inviting us to give our talk about Small Data Machine Learning!

Special Thanks to @linda_mhmd 🙂

[Amazon Web Services DACH @AWS_DACH]

Schön die @AWSCommunityDE auf dem #AWSSummit Berlin versammelt zu sehen.

[Amazon Web Services DACH @AWS_DACH]

Schön die @AWSCommunityDE auf dem #AWSSummit Berlin versammelt zu sehen.

[Alexander Zehetmaier @AlexZehetmaier]

#finTech #artificialintelligence #machinelearning #bigBata #smallData #dataCentricAI #AIforStartups #neuralnetworks #deeplearning #ai #startup #business #technology

[Alexander Zehetmaier @AlexZehetmaier]

We from taxtastic feel very honored to be mentioned in the annual 𝔽𝕚𝕟𝕋𝕖𝕔𝕙 ℝ𝕚𝕤𝕚𝕟𝕘 𝕊𝕥𝕒𝕣𝕤 report from 𝔽𝕚𝕟𝕋𝕖𝕔𝕙 𝕀𝕟𝕟𝕠𝕧𝕒𝕥𝕠𝕣𝕤.

FinTech nerds can pre-order a version with: https://t.co/KM2cOyVXko

Thanks for selecting us @FinTech Innovators!

[Alexander Zehetmaier @AlexZehetmaier]

Conclusionally, your validation set score will be higher as it should be!

So I did it some time ago so you do not have to do it again ;)

#data #artificialintelligence #machinelearning #bigBata #smallData #dataCentricAI #AIforStartups #neuralnetworks #deeplearning #ai #startup

[Alexander Zehetmaier @AlexZehetmaier]

ℕ𝕠 𝕞𝕚𝕤𝕥𝕒𝕜𝕖𝕤, 𝕛𝕦𝕤𝕥 𝕙𝕒𝕡𝕡𝕪 𝔸𝕀 𝕒𝕔𝕔𝕚𝕕𝕖𝕟𝕥𝕤!
Most people post about their successes on LinkedIn, but aren't mistakes and failures the actual turns we learn most? I decided to share my machine learning failures from now on when one arises,starting with today

[Alexander Zehetmaier @AlexZehetmaier]

First, create a validation dataset and balance this one with the data you have. Later upsample the training dataset! Doing this in the wrong order will lead to some of your data points ending up in both your training and validation datasets.

[Alexander Zehetmaier @AlexZehetmaier]

This article from @landingAI summarizes SMALL DATA learning strategies very well!

#artificialintelligence #machinelearning #smallData #bigBata #dataCentricAI #AIforStartups #neuralnetworks #deeplearning #ai #startup #business #technology

https://t.co/b3syrDkxHc

[Alexander Zehetmaier @AlexZehetmaier]

@CryptoSchutt Great Question! I think a lot of text problems are solved with modern language models where a simple old school regular expression would suffice!

I hope that helps! ;)

[Alexander Zehetmaier @AlexZehetmaier]

🤓AI Nerd Alert:

Using neural networks does not make you an AI startup! Andrew Ng: "During the rise of the internet, many companies made the mistake of believing that tacking a website onto the side of their business made them an internet company.

[Alexander Zehetmaier @AlexZehetmaier]

#artificialintelligence #machinelearning #bigBata #smallData #dataCentricAI #AIforStartups #neuralnetworks #deeplearning #ai #startup #business #technology

[Alexander Zehetmaier @AlexZehetmaier]

Conclusion:
AI is a hammer, but not every problem is a nail! Use Deep Neural Networks where it is appropriate to use them! Organizing your company around solving problems where AI is great at solving these problems makes you an AI startup.