1. SQL Introduction to database

2. Book to read:

  • Mixed effect model: Data analysis using regression and multilevel models
  • Business questions: Data Science for Business: What you need to know about data mining and data-analytic thinking
  • Brain teaser: A  practical guide to quantitative finance interviews, Chapter two
  • Machine Learning / Data Mining: Elements of Statistical Learning

3. Learn Python

4. Optional

Big data and hoop:

  • map reduce abstraction
  • Distributed File System
  • map reduce process

Resume preparation

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