Future of DataFrames and Data Systems with Wes McKinney (creator of pandas and Apache Arrow)

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  • เผยแพร่เมื่อ 30 มิ.ย. 2024
  • Wes McKinney, the creator of pandas, Apache Arrow, and Ibis, will discuss the future of dataframes and composable data systems. I (‪@ChipHuyen‬) am really excited about this talk, as Wes is both a really thoughtful person and a great engineer!
    00:00 Intro
    02:13 Presentation on composable data systems
    26:05 Out of all the work you've done, what are you most proud of?
    27:57 Why pandas became popular
    31:43 How to decide which dataframe library to use
    34:30 How close are we to a truly unified dataframe API?
    36:53 How GPUs will change data engineering interface
    40:45 Why CPU performance will hit a wall for data workloads
    44:25 Will everything be able to run on a single node?
    49:30 Biggest challenges for data engineering
    53:50 What skills should data engineers and data scientists learn
    Please post your questions on Discord: / discord
    RSVP: lu.ma/vkd8h5nu
    For more events hosted by Chip in the future: lu.ma/chiphuyen

ความคิดเห็น • 3

  • @spatshello
    @spatshello วันที่ผ่านมา

    Very informative session, thanks Wes

  • @dabunnisher29
    @dabunnisher29 10 วันที่ผ่านมา +2

    Who is the artist on the youtube thumbnail for this video?

    • @moiketsimutsi6119
      @moiketsimutsi6119 5 วันที่ผ่านมา

      Beautiful isn't it😄👏🏽👏🏽