Data Science at Home
Episodes
Wednesday Feb 16, 2022
History of data science [RB] (Ep. 188)
Wednesday Feb 16, 2022
Wednesday Feb 16, 2022
How did we get here? Who invented the methods data scientists use every day?
We answer such questions and much more in this wonderful episode with Triveni Gandhi, Senior Data Scientist and Shaun McGirr, AI Evangelist at Dataiku. We cover topics about the history of data science, ethical AI and...
This episode is brought to you by Dataiku
With Dataiku, you have everything you need to build and deploy AI projects in one place, including easy-to-use data preparation and pipelines, AutoML, and advanced automation.
Sponsored by NordVPN
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and 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
www.historyofdatascience.com
Monday Jan 10, 2022
Embedded Machine Learning: Part 1 (Ep.182)
Monday Jan 10, 2022
Monday Jan 10, 2022
This episode is the first of a series about Embedded Machine Learning. I explain the requirements of tiny devices and how it is possible to run machine learning models.
Join us on Discord community chat to discuss the show, suggest new episodes and chat with other listeners!
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
https://datascienceathome.com/compressing-deep-learning-models-distillation-ep-104/
Sunday Dec 19, 2021
History of Data Science (Ep. 181)
Sunday Dec 19, 2021
Sunday Dec 19, 2021
How did we get here? Who invented the methods data scientists use every day?
We answer such questions and much more in this wonderful episode with Triveni Gandhi, Senior Data Scientist and Shaun McGirr, AI Evangelist at Dataiku. We cover topics about the history of data science, ethical AI and...
This episode is brought to you by Dataiku
With Dataiku, you have everything you need to build and deploy AI projects in one place, including easy-to-use data preparation and pipelines, AutoML, and advanced automation.
and 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
www.historyofdatascience.com
Tuesday Dec 14, 2021
Capturing Data at the Edge (Ep. 180)
Tuesday Dec 14, 2021
Tuesday Dec 14, 2021
In this episode I speak with Manavalan Krishnan from Tsecond about capturing massive amounts of data at the edge with security and reliability in mind.
This episode is brought to you by Tsecond
The growth of data being created at static and moving edges across industries such as air travel, ocean and space exploration, shipping and freight, oil and gas, media, and more proposes numerous challenges in capturing, processing, and analyzing large amounts of data.
and 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
https://tsecond.us/company/manavalan-krishnan/
Tuesday Nov 30, 2021
What is a data mesh and why it is relevant (Ep. 178)
Tuesday Nov 30, 2021
Tuesday Nov 30, 2021
Sponsors
This episode is brought to you 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.
Join us on Discord
Feel free to drop by and have a chat with the host and the followers of the show
Tuesday Nov 23, 2021
Environmentally friendly AI (Ep. 177)
Tuesday Nov 23, 2021
Tuesday Nov 23, 2021
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.
Tuesday Nov 02, 2021
Ethics and explainability in AI with Erika Agostinelli from IBM (ep. 174)
Tuesday Nov 02, 2021
Tuesday Nov 02, 2021
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/
Monday Oct 11, 2021
AI in the Enterprise with IBM Global AI Strategist Mara Pometti (Ep. 171)
Monday Oct 11, 2021
Monday Oct 11, 2021
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
Friday Sep 24, 2021
Speaking about data with Mikkel Settnes from Dreamdata.io (Ep. 170)
Friday Sep 24, 2021
Friday Sep 24, 2021
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
Tuesday Sep 07, 2021
How are organisations doing with data and AI? (Ep. 168)
Tuesday Sep 07, 2021
Tuesday Sep 07, 2021
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/
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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.