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Data Science at Home — Podcasting
Data Science at Home

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

Copyright: © Copyright 2021 datascienceathome.com All rights reserved.

Latest Episodes:

Composable models and artificial general intelligence (Ep. 175) Nov 09, 2021

Show notes

If you think deep learning is a method to get to AGI, think again. Humans, as well as all mammals think in a... composable way.

Sponsors

This episode is brought to you by Advanced RISC Machines (ARM). ARM is a family of reduced instruction set computing architectures for computer processors https://www.arm.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.

Ethics and explainability in AI with Erika Agostinelli from IBM (ep. 174) Nov 02, 2021

Show notes

AI, ethics, and explainability.
Are these topics that only large corporations can spend resources on?
Can product-focused startups even think about them?

We answer such questions in this amazing episode with Erika Agostinelli from the AI Elite team at IBM.

Sponsored by Amethix Technologies

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

AIX360:

https://aix360.mybluemix.net/

Questioning the AI: Informing Design Practices for Explainable AI User Experiences

https://arxiv.org/abs/2001.02478

Explainable AI - IBM

https://www.ibm.com/uk-en/watson/explainable-ai

AI Ethics - IBM

https://www.ibm.com/artificial-intelligence/ethics

Erika Agostinelli’s personal webpage:

https://www.erikaagostinelli.com/

Is neural hash by Apple violating our privacy? (Ep. 173) Oct 26, 2021

Show notes

Sponsor

This episode is brought to you by Advanced RISC Machines (ARM). ARM is a family of reduced instruction set computing architectures for computer processors https://www.arm.com/

Fighting Climate Change as a Technologist (Ep. 172) Oct 19, 2021

Show notes

The content of this episode has been created by Sylvain Kerkour
Feel free to subscribe to his newsletter at https://kerkour.com

Projects worth considering

Open Source Ecology: are building a set of Open Source and reusable blueprints for a civilization that you can build yourself. From powercube to an entire tractor.
The Framework laptop: while you can live without a phone, it’s close to impossible to live without a computer nowadays. So better buy one that you will be able to use for a decade by being easily repairable and upgradable.
Gouach repairable batteries: Batteries are the challenge of the decade. So better start making repairable batteries today.
postmarketOS: An Operating System that aims for at least a 10 years life-cycle for devices.
Project Drawdown: propose a lot of applicable solutions with their potential savings.

AI in the Enterprise with IBM Global AI Strategist Mara Pometti (Ep. 171) Oct 11, 2021

Show notes

IBM Global AI Strategist Mara Pometti is IBM’s first AI Strategist. She defines and designs the strategy for AI solutions by revealing overlooked insights hidden in enterprises’ data.
In this episode we speak about strategy, explainable AI and data storytelling.

References

IBM Trustworthy AI: https://www.ibm.com/watson/trustworthy-ai

IBM AIX360: https://aix360.mybluemix.net/

Explainable AI and Data Storytelling: https://medium.com/aixdesign/the-next-generation-of-storytelling-1d5fecc8f999

Mara Pometti’s website: www.marapometti.com

Mara Pometti LinkedIn: https://www.linkedin.com/in/mara-pometti-99962594

Mara Pometti Twitter: https://twitter.com/91_pometti

Speaking about data with Mikkel Settnes from Dreamdata.io (Ep. 170) Sep 24, 2021

Show notes

In this episode Mikkel and Francesco have a really interesting conversation about some key differences between large and small organization in approaching machine learning.
Listen to the episode to know more.

References

Send compute to data with POSH data-aware shell (Ep. 169) Sep 14, 2021

Show notes

Our Sponsors

Quantum Metric

Stay off the naughty list this holiday season by reducing customer friction, increasing conversions, and personalizing the shopping experience. Want a sneak peak? Visit us at quantummetric.com/podoffer and see if you qualify to receive our “12 Days of Insights” offer with code DATASCIENCE. This offer gives you 12-day access to our platform coupled with a bespoke insight report that will help you identify where customers are struggling or engaging in your digital product.

Amethix Technologies

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

Paper https://deeptir.me/papers/posh-atc20.pdf

Code https://github.com/deeptir18/posh

How are organisations doing with data and AI? (Ep. 168) Sep 07, 2021

Show notes

A few weeks ago I was the guest of a very interesting show called "AI Today".
In that episode I talked about some of the biggest trends emerging in AI and machine learning today as well as how organizations are dealing with and managing their data.

The original show has been published at https://www.cognilytica.com/2021/08/11/ai-today-podcast-interview-with-francesco-gadaleta-host-of-data-science-at-home-podcast/

Our Sponsors

Quantum Metric

Stay off the naughty list this holiday season by reducing customer friction, increasing conversions, and personalizing the shopping experience. Want a sneak peak? Visit us at quantummetric.com/podoffer and see if you qualify to receive our “12 Days of Insights” offer with code DATASCIENCE. This offer gives you 12-day access to our platform coupled with a bespoke insight report that will help you identify where customers are struggling or engaging in your digital product.

Amethix Technologies

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.

Don't fight! Cooperate. Generative Teaching Networks (Ep. 167) Aug 31, 2021

Show notes

Remember GANs? Generative Adversarial Networks for synthetic data generation?
There is a new method called Generative Teaching Networks, that uses similar concepts - just quite the opposite :P - to train models faster, better and with less data.

Enjoy the show!

Our Sponsors

Quantum Metric

Stay off the naughty list this holiday season by reducing customer friction, increasing conversions, and personalizing the shopping experience. Want a sneak peak? Visit us at quantummetric.com/podoffer and see if you qualify to receive our “12 Days of Insights” offer with code DATASCIENCE. This offer gives you 12-day access to our platform coupled with a bespoke insight report that will help you identify where customers are struggling or engaging in your digital product.

Amethix Technologies

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

Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data https://arxiv.org/abs/1912.07768

CSV sucks. Here is why. (Ep. 166) Aug 24, 2021

Show notes

It's time we get serious about replacing the CSV format with something that, guess what? it has been around for so long.

In this episode I explain the good parts of CSV files and the not so good ones. It's time we evolve to something better.

Our Sponsors

Quantum Metric

Stay off the naughty list this holiday season by reducing customer friction, increasing conversions, and personalizing the shopping experience. Want a sneak peak? Visit us at quantummetric.com/podoffer and see if you qualify to receive our “12 Days of Insights” offer with code DATASCIENCE. This offer gives you 12-day access to our platform coupled with a bespoke insight report that will help you identify where customers are struggling or engaging in your digital product.

Amethix Technologies

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.

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