Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Road to Machine Learning Engineer from Data Scientist

The Road to Machine Learning Engineer from Data Scientist

Machine Learning Casual Talks #7
https://mlct.connpass.com/event/104874/

Shinichi Takayanagi

November 20, 2018
Tweet

More Decks by Shinichi Takayanagi

Other Decks in Technology

Transcript

  1.  in Data Labs      

                
  2.  • 741,-<6+38 $D?BR-<29* /:;*=L&! $  • #%TA0.<5GXF@'NP $

    Y&  H>(U)  • MIS741,-<6+38)    O& • QC"JVK V(EW
  3.  • c )A d • Nc cR a c

    Vw x C c aVc nle nr o ))+ iB • c V c E E • V c E E
  4.    • !$( • '#%&  • #

    %  (  " https://www.recruit.co.jp/newsroom/2018/0426_18161.html 
  5. "!&#  ,4(  •     

           https://www.recruit.co.jp/newsroom/2018/0426_18161.html  7-/ 8  %$  2 16 3 *.)  '50 + 
  6.       • 2 8 (

    • 0 4 2 http://wesmckinney.com/pages/about.html  From August 2007 to July 2010, I worked on the front office quant research team at AQR Capital Management, a large quantitative investment manager in Greenwich, CT. During this time, I led a very successful effort to migrate research and production model building and research processes to the Python programming language. I started building pandas on April 6, 2008, as part of a skunkworks effort to reproduce some econometric research in Python. As part of my work, we formed a new Research Development team for the global macro group to drive software innovation in the front office.
  7.       • !  •

     "  # Lutz, Mark. Learning Python: Powerful Object-Oriented Programming. “ O‘Reilly Media, Inc. 
  8.       •   

     • / • • • /
  9.       • +&*'#, SV--0P :!!

    "2 #, • $.%-3B5Q LKFT  8<H@9D$.%- G • />;NRU)(6@A  IEC 4?1T3B=7MO J 
  10. →   • 1 • S W 0 G

    2 • W P A C 2 2 2 4 • S W • @4 2 4
  11.      • ! % • 

       • % % U % X % X
  12.  → DataLabs •     • 

      https://www.ipsj.or.jp/event/sj/sj2019/Bigdata.html 
  13.  → DataLabs •  &% *   •

     (') -!    ,+  "$#  •     
  14. How LINE Corp Use to Compete in a Data-Driven World

    •&$ ( •#%"!*)  '  •     
  15. Ad   Something • N B A • 0

    () () • 1 & He, Xinran, et al. "Practical lessons from predicting clicks on ads at facebook." Proceedings of the Eighth International Workshop on Data Mining for Online Advertising. ACM, 2014.