By Inbar Naor & Shir Meir Lador
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Unsupervised is a podcast about Data Science in Israel. At each episode we interview an industry professional or a researcher from academia and discuss different aspects and problems in data science. We want to give a peek to what’s going on with data science across the Israeli industry and also to talk about different algorithms, tools, papers, methods and pretty much everything that’s interesting and related to Data Science and Machine Learning. The podcast is aimed to data science professionals and researchers, as well as for those who work and collaborate with data science teams and beginners in the field. All Episodes are recorded in Hebrew. We want to thank Samsung Next for hosting us.
||CleanFairness In Machine Learning and AI, with Gal Yona and Yafit Lev-Aretz||AI and ML algorithms are becoming increasingly popular, being implemented in finance, health and law enforcement systems. Mistakes these algorithms can make can have tremendous impact on people’s lives, leading to many ethical and legal questions; how||3 11 2018||Free||View in iTunes|
||CleanOn crazy research ideas and how to make them happen, with Dafna Shahaf||Dafna Shahaf has so many cool research projects. In this episode we talked about a few of them - using metro maps to visualize information about events and storylines; an algorithm that judges jokes; a search engine that finds creative solutions using||15 8 2018||Free||View in iTunes|
||CleanFrom Researcher to Entrepreneur and DL for Medical Imaging, with David Golan||David Golan was on the track to becoming a university professor. Then something happened that made him changed route. He co-founded viz.ai - a company that helps doctors detect strokes quickly. We talked about How to use Deep Learning when you don't hav||20 5 2018||Free||View in iTunes|
||CleanManaging Data Science Teams and Getting into New Domains, with Yair Mazor||Yair Mazor is the head of Data Science at windward. In this episode we talked about how to efficiently getting into new domain as a data scientist, about data science for maritime analytics and about different aspects in managing data science teams: th||25 3 2018||Free||View in iTunes|
||CleanOn the Interaction of Humans and Intelligent Systems, with Ofra Amir||Ofra Amir did her PhD in computer science in Harvard, where she studied the interactions between humans and intelligent machines. In this episode we talk with Ofra about designing algorithms whose goal is to improve human performance in a given task, ho||25 2 2018||Free||View in iTunes|
||CleanData Science is more than just ML, with Nimrod Priell||Yo data scientists, Nimrod Priell has a very important message for you - Data Science is much more than just Machine Learning. It may sound trivial when you think about it, but yet it's very easy to forget these days. Nimrod, a Data Science team lead at||28 1 2018||Free||View in iTunes|
||CleanWhat do Data Scientists do in the Army? with Sefi Cohen||In this episode we talked with Sefi Cohen, head of Data Science squad in the IDF. He tells us about the different projects they're doing and how he started a Data Science team with very little knowledge of Machine Learning and Data Science techniques, h||28 12 2017||Free||View in iTunes|
||CleanML in Health Care, Causal Inference and Motifs in Music, with Uri Shalit||Uri Shalit did his Ph.d at the Hebrew University and a post doc in NYU. We talked about his research in machine learning for Health Care and what are the unique challenges in this field, about Causal Inference and how it is relevant to many machine lear||12 12 2017||Free||View in iTunes|
||CleanThe First Data Scientist, with Galit Bary Weisberg||What's it like to be the only data scientist at a company? What mistakes companies do when building their data science team and how to avoid them? And what did it feel like when Intel acquired Mobileye? Galit Bary Weisberg is here to answer all of thes||19 11 2017||Free||View in iTunes|
||CleanDeep Learning for NLP with Yoav Goldberg||On the first episode we talked with Yoav Goldberg from Bar Ilan university about NLP, deep learning research, life in academia and that medium blog post that started a fire. Click on the episode name to get a list of resources related to what we talked||21 10 2017||Free||View in iTunes|
||CleanWhat is this podcast anyway?||In this short episode we tell you a bit about this podcast and about ourselves.||18 10 2017||Free||View in iTunes|
Great for Hebrew-speaking data scientists
The interviewers lead the discussions in the right direction while maintaining a good depth. The guests provide varying perspectives of data science (e.g., industry vs. academic, management, etc.). Highly recommended for Hebrew-speaking data scientists.
Great team, well crafted podcast
Really top notch stuff. As a data scientist myself I love listening to it, learning new things about my profession and the people in it!
Great to have a podcast abot the amazing data science ecosystem in Israel