Data Science at Home
By Francesco Gadaleta
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Technology, machine learning and algorithms
||CleanEpisode 34: Get ready for AI winter||Today I am having a conversation with Filip Piękniewski, researcher working on computer vision and AI at Koh Young Research America. His adventure with AI ...||6/22/2018||Free||View in iTunes|
||CleanEpisode 33: Decentralized Machine Learning and the proof-of-train||In the attempt of democratizing machine learning, data scientists should have the possibility to train their models on data they do not necessarily own, nor ...||6/11/2018||Free||View in iTunes|
||CleanEpisode 32: I am back. I have been building fitchain||I know, I have been away too long without publishing much in the last 3 months. But, there's a reason for that. I have been ...||6/4/2018||Free||View in iTunes|
||CleanFounder Interview – Francesco Gadaleta of Fitchain||Cross-posting from Cryptoradio.io Overview Francesco Gadaleta introduces Fitchain, a decentralized machine learning platform that combines blockchain technology and AI to solve the data manipulation problem in restrictive environments ...||5/24/2018||Free||View in iTunes|
||CleanEpisode 31: The End of Privacy||Data is a complex topic, not only related to machine learning algorithms, but also and especially to privacy and security of individuals, the same individuals ...||4/2/2018||Free||View in iTunes|
||CleanEpisode 30: Neural networks and genetic evolution: an unfeasible approach||Despite what researchers claim about genetic evolution, in this episode we give a realistic view of the field.||11/21/2017||Free||View in iTunes|
||CleanEpisode 29: Fail your AI company in 9 steps||In order to succeed with artificial intelligence, it is better to know how to fail first. It is easier than you think.Here are 9 easy ...||11/11/2017||Free||View in iTunes|
||CleanEpisode 28: Towards Artificial General Intelligence: preliminary talk||The enthusiasm for artificial intelligence is raising some concerns especially with respect to some ventured conclusions about what AI can really do and what its ...||11/4/2017||Free||View in iTunes|
||CleanEpisode 27: Techstars accelerator and the culture of fireflies||In the aftermath of the Barclays Accelerator, powered by Techstars experience, one of the most innovative and influential startup accelerators in the world, I’d like ...||10/30/2017||Free||View in iTunes|
||CleanEpisode 26: Deep Learning and Alzheimer||In this episode I speak about Deep Learning technology applied to Alzheimer disorder prediction. I had a great chat with Saman Sarraf, machine learning engineer at Konica ...||10/23/2017||Free||View in iTunes|
||CleanEpisode 25: How to become data scientist [RB]||In this episode, I speak about the requirements and the skills to become data scientist and join an amazing community that is changing the world with ...||10/16/2017||Free||View in iTunes|
||CleanEpisode 24: How to handle imbalanced datasets||In machine learning and data science in general it is very common to deal at some point with imbalanced datasets and class distributions. This is ...||10/8/2017||Free||View in iTunes|
||CleanEpisode 23: Why do ensemble methods work?||Ensemble methods have been designed to improve the performance of the single model, when the single model is not very accurate. According to the general ...||10/3/2017||Free||View in iTunes|
||CleanEpisode 22: Parallelising and distributing Deep Learning||Continuing the discussion of the last two episodes, there is one more aspect of deep learning that I would love to consider and therefore left ...||9/25/2017||Free||View in iTunes|
||CleanEpisode 21: Additional optimisation strategies for deep learning||In the last episode How to master optimisation in deep learning I explained some of the most challenging tasks of deep learning and some methodologies and ...||9/18/2017||Free||View in iTunes|
||CleanEpisode 20: How to master optimisation in deep learning||The secret behind deep learning is not really a secret. It is function optimisation. What a neural network essentially does, is optimising a function. In ...||8/28/2017||Free||View in iTunes|
||CleanEpisode 19: How to completely change your data analytics strategy with deep learning||Over the past few years, neural networks have re-emerged as powerful machine-learning models, reaching state-of-the-art results in several fields like image recognition and speech processing. ...||8/9/2017||Free||View in iTunes|
||CleanEpisode 18: Machines that learn like humans||Artificial Intelligence allow machines to learn patterns from data. The way humans learn however is different and more efficient. With Lifelong Machine Learning, machines can ...||3/28/2017||Free||View in iTunes|
||CleanEpisode 17: Protecting privacy and confidentiality in data and communications||Talking about security of communication and privacy is never enough, especially when political instabilities are driving leaders towards decisions that will affect people on a ...||2/15/2017||Free||View in iTunes|
||CleanEpisode 16: 2017 Predictions in Data Science||We strongly believe 2017 will be a very interesting year for data science and artificial intelligence. Let me tell you what I expect and why.||12/23/2016||Free||View in iTunes|
Finally, a data science podcast with clear and organized content on the hottest topics today. Dr. Francesco Gadaleta explains complex ideas with finesse. Thanks! Keep it going!
Very informative, well worth the time
Dr. Gadaleta describes data science and various advancements in it very well. His podcasts help me to understand issues and where to look for detailed information that, by nature cannot be covered in a podcast.
Very well done
Very clear explanations of data science concepts.