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.

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    What 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, how he chose the right people for this team and how they all learned the craft together.

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    ML 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 learning problems, and about a cool study he did during his Ph.d about Motif identification in music.

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    The 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 these questions.

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    Deep 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 about.

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