Data Science at Home

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**Data Science at Home**

Cutting through AI bullsh*t.
Come join the discussion on Discord!
https://discord.gg/4UNKGf3

Latest Episodes:

Remove noise from data with deep learning (Ep.125) Nov 03, 2020

Show notes

Come join me in our Discord channel speaking about all things data science.

Follow me on Twitch during my live coding sessions usually in Rust and Python

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Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

References

DeepInterpolation

What is contrastive learning and why it is so powerful? (Ep. 124) Oct 30, 2020

Show notes

Come join me in our Discord channel speaking about all things data science.

Follow me on Twitch during my live coding sessions usually in Rust and Python

Our Sponsors

The Monday Apps Challenge is bringing developers around the world together to compete in order to build apps that can improve the way teams work together on monday.com
Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.

References

A Simple Framework for Contrastive Learning of Visual Representations

Neural search (Ep. 123) Oct 23, 2020

Show notes

Come join me in our Discord channel speaking about all things data science.

Follow me on Twitch during my live coding sessions usually in Rust and Python

This episode is supported by Monday.com

The Monday Apps Challenge is bringing developers around the world together to compete in order to build apps that can improve the way teams work together on monday.com.

Let's talk about federated learning (Ep. 122) Oct 18, 2020

Show notes

Let's talk about federated learning. Why is it important? Why large organizations are not ready yet?

Come join me in our Discord channel speaking about all things data science.

Follow me on Twitch during my live coding sessions usually in Rust and Python

This episode is supported by Monday.com

The Monday Apps Challenge is bringing developers around the world together to compete in order to build apps that can improve the way teams work together on monday.com.

How to test machine learning in production (Ep. 121) Oct 11, 2020

Show notes

Come join me in our Discord channel speaking about all things data science.

Follow me on Twitch during my live coding sessions usually in Rust and Python

This episode is supported by Monday.com

Monday.com bring teams together so you can plan, manage and track everything your team is working on in one centralized place

The monday Apps Challenge is bringing developers around the world together to compete in order to build apps that can improve the way teams work together on monday.com.

Why synthetic data cannot boost machine learning (Ep. 120) Sep 26, 2020

Show notes

Come join me in our Discord channel speaking about all things data science.

Follow me on Twitch during my live coding sessions usually in Rust and Python

This episode is supported by Women in Tech by Manning Conferences

Machine learning in production: best practices [LIVE from twitch.tv] (Ep. 119) Sep 16, 2020

Show notes

Hey there! Having the best time of my life ;)

This is the first episode I record while I am live on my new Twitch channel :) So much fun!

Feel free to follow me for the next live streaming. You can also see me coding machine learning stuff in Rust :))

Don't forget to jump on the usual Discord and have a chat

I'll see you there!

Testing in machine learning: checking deeplearning models (Ep. 118) Sep 04, 2020

Show notes

In this episode I speak with Adam Leon Smith, CTO at DragonFly and expert in testing strategies for software and machine learning.
We cover testing with deep learning (neuron coverage, threshold coverage, sign change coverage, layer coverage, etc.), combinatorial testing and their practical aspects.

On September 15th there will be a live@Manning Rust conference. In one Rust-full day you will attend many talks about what's special about rust, building high performance web services or video game, about web assembly and much more.
If you want to meet the tribe, tune in september 15th to the live@manning rust conference.

Testing in machine learning: generating tests and data (Ep. 117) Aug 29, 2020

Show notes

In this episode I speak with Adam Leon Smith, CTO at DragonFly and expert in testing strategies for software and machine learning.

Why you care about homomorphic encryption (Ep. 116) Aug 12, 2020

Show notes

After deep learning, a new entry is about ready to go on stage. The usual journalists are warming up their keyboards for blogs, news feeds, tweets, in one word, hype.
This time it's all about privacy and data confidentiality. The new words, homomorphic encryption.

Join and chat with us on the official Discord channel.

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