Art of Feature Engineering for Data Science - Nabeel Sarwar

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  • Опубліковано 10 лют 2025
  • "We will discuss what feature engineering is all about , various techniques to use and how to scale to 20000 column datasets using random forest, svd, pca. Also demonstrated is how we can build a service around these to save time and effort when building 100s of models. We will share how we did all this using spark ml to build logistic regression, neural networks, Bayesian networks, etc.
    Session hashtag: #EUds12"
    About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.
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КОМЕНТАРІ • 17

  • @felipemaia3458
    @felipemaia3458 6 років тому +2

    Great talk! In-depth and well done explanation! Very much like a class!

  • @alexcipriani6003
    @alexcipriani6003 6 років тому +14

    Did he say Comcastis trying to improve customer experience ?

  • @azulzao
    @azulzao 6 років тому +2

    Great presentation! Very good indeed. The only thing I would suggest for future presentations is to reduce the amount of text per slide (maybe by adding some examples).

  • @annawilson3824
    @annawilson3824 3 роки тому

    17:08 is why autofeat was developed)

  • @tahaalawadhi8389
    @tahaalawadhi8389 6 років тому

    Very informative!

  • @nelsonjma
    @nelsonjma 6 років тому

    excelent presentation.

  • @kigvader
    @kigvader 4 роки тому

    Are the slides available online?

  • @SalsaSteve
    @SalsaSteve 4 роки тому +1

    doesnt drive??? how much they paying at comcast????

  • @Diamond_Hanz
    @Diamond_Hanz 2 роки тому +1

    is it me or is this guy trying to hard? i d k. its just me