"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

February 26, 2022

Data scientist - 1JD and 10 different Skills

  • Statistics 
  • Machine learning
  • MLOps
  • Cloud
  • Deep learning
  • NLP
  • Chatbots
  • Vision
  • Optimization
  • Pick and choose your expertise
My Perspectives
  • Foundation / First-principles understanding of basics
  • I keep forgetting if I don't revise, The actual project work might involve data/vision specifics depending on your consulting work
  • Doing your work vs preparing for broader understanding for interviews is not worth the time, The gap between reality vs jd is way too far
  • Pick and choose areas where you love to experiment, gain more understanding
  • Full Stack Expert vs Full Stack Exposure know yourself better :)

Keep Thinking!!!

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