99 episodes

Technology, AI, machine learning and algorithms

Data Science at Home Francesco Gadaleta

    • Technology
    • 4.3 • 62 Ratings

Technology, AI, machine learning and algorithms

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

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

    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

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

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

    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.


     

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

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

    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

     

    • 16 min
    CSV sucks. Here is why. (Ep. 166)

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

    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.


     

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

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

    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


     

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

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

    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/


     
     

    • 25 min

Customer Reviews

4.3 out of 5
62 Ratings

62 Ratings

zerolagtime ,

Still Need A Degree

I have a BS in Computer Science. I've taken my share of math, including classes on statistics, graph theory, and optimization. I can barely keep up because my day job doesn't put me near this material. If I was working on my Masters in CS, this is great stuff. If I was trying to adapt existing projects to Big Data, this really helps me avoid some traps and pitfalls. It also helps me decode lingo from software vendors to find the liars. What it won't do is teach you Data Science.
I'd get lost for hours if Francesco uploaded his script to his blog with links to projects, papers, and products. It is a very dense lecture though that pulls valuable experiences into one place. Between that and the great improvements to the production process, I'm going to keep listening and gleaning.
In late 2019, Francesco turned the mic over to a friend with a soap box that rightly attacked recommender algorithms, but it stepped way far away from a technical, improvisational interview. Francesco has finally started to realize that ML is easily abused and I look forward to his leadership in guiding the ML industry in better methods to avoid traps imposed by data owners on their analysts.

okschu ,

Awesome

Good greatest

mrkchase ,

Good coverage of the topic

I am just beginning to learn this topic. Francesco covers it in a way I can understand most of the time. There was one episode that was completely over my head, but that's OK. His audience is made up of more than just beginners so he needs to present a wide range of topics so the show can appeal to everyone. And who knows, at some point, i'll be able to go back to that episode and understand it.

Top Podcasts In Technology

Listeners Also Subscribed To