/DataScience_Interview_Seminar

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview

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Unriddle Data Science Interview Process

This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interviews.

Outline

This presentation includes the following outline

  • Sub-domains in Data Science
  • Much needed ingredient: skill-set
  • Let's align: Skill-set and Job Roles
  • Acquire skill-set: Schedule and Projects
  • Dilemma: Certification or Projects
  • General Interview Process
  • FAQs in interview
    • Topics
  • Tips and Trick for ML applications
    • Discussion: Data points
    • Chosse the right ML algorithm
    • Architecture / System Design
    • Big-Data Frameworks – needed or not?
  • Communication and Storytelling
  • General Tips
    • Resume
    • Use Social-Media platform
  • Handel: Out-of-the-box or odd questions
  • Learning Resources
  • Open house Q/A

Usage

  • DS_Interview_Tips.ipynb : This file contains the presentation
  • Learning_resources.ipynb : This file contains the learning resources
  • Download the presentation form here

Special Thanks

Thank you Analytics Club - IIT Bombay, for organising this seminar on 6th October, 2018.