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.

Data Science at Home

Environmentally friendly AI (Ep. 177)

This episode summarizes a study about trends of AI in 2021, the way AI is perceived by people of different background and some other weird questions. For instance, would you have sexual intercourse with a robot? Would you be in a relationship with an artificial intelligence? The study has been conducted by Tidio.com and reported at https://www.tidio.com/blog/ai-trends/     Sponsors This episode is supported by Amethix Technologies. Amethix uses machine learning and advanced analytics to empower people and organizations to ask and answer complex questions like never before. Coming soon at https://amethix.com

Do you fear of AI? Why? (Ep. 176)

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.  

Composable models and artificial general intelligence (Ep. 175)

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/

Ethics and explainability in AI with Erika Agostinelli from IBM (ep. 174)

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/  

Is neural hash by Apple violating our privacy? (Ep. 173)

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. 

Fighting Climate Change as a Technologist (Ep. 172)

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   

AI in the Enterprise with IBM Global AI Strategist Mara Pometti (Ep. 171)

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 https://dreamdata.io/b2b-attribution https://dreamdata.io/services   https://www.nature.com/articles/s43586-020-00001-2 

Speaking about data with Mikkel Settnes from Dreamdata.io (Ep. 170)

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

Send compute to data with POSH data-aware shell (Ep. 169)

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.  

How are organisations doing with data and AI? (Ep. 168)

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  

Don't fight! Cooperate. Generative Teaching Networks (Ep. 167)

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.  

CSV sucks. Here is why. (Ep. 166)

Is reinforcement learning sufficient to build truly intelligent machines? Listen to this episode to find out. 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 https://bdtechtalks.com/2021/06/07/deepmind-artificial-intelligence-reward-maximization/ https://pub.towardsai.net/building-reinforcement-learning-agents-that-learn-to-collaborate-and-compete-at-the-same-time-d081fea942d2 https://towardsdatascience.com/intro-to-reinforcement-learning-temporal-difference-learning-sarsa-vs-q-learning-8b4184bb4978  

Reinforcement Learning is all you need. Or is it? (Ep. 165)

In this episode I have a wonderful chat with Ronald Schmelzer and Kathleen Walch, authors of "AI Today" the top podcast for those wanting a no-hype, practical, real-world insight into what enterprises, public sector agencies, thought leaders, leading technology companies, pundits, and experts are doing with AI today.     Sponsored by Quantum Metric Did you know that 2021 holiday ecommerce sales are expected to exceed 2020 benchmarks? Are you prepared to capture every customer revenue opportunity?  With Quantum Metric, you can be. Visit their website at quantummetric.com/podoffer and see if you qualify to receive their “12 Days of Insights” offer with code DATASCIENCE. This offer gives you 12-day access to the platform coupled with a bespoke insight report that will help you identify where customers are struggling or engaging in your digital product.      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.     Links   AI Today podcast: http://aitoday.live/ CPMAI Methodology: https://www.cognilytica.com/cpmai-methodology/    

What's happening with AI today? (Ep. 164)

Our Sponsor 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 Fisher, Aaron, Cynthia Rudin, and Francesca Dominici. “Model Class Reliance: Variable importance measures for any machine learning model class, from the ‘Rashomon’ perspective.” http://arxiv.org/abs/1801.01489 (2018). Python SHAP https://github.com/slundberg/shap    

2 effective ways to explain your predictions (Ep. 163)

Technology, machine learning and algorithms

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Data Science at Home

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