Interview Prep

BOOKS FOR SUCCESS

• Introduction to Algorithms - CLRS

  • Chapters I-IV

• Introduction to Linear Algebra - Gilbert Strang

  • Chapters 1-4, 6-7

• Pattern Recognition and Machine Learning - Christopher Bishop

  • Chapters 1-4, 12

• Python for Data Analysis - Wes McKinney

• Effective C++/Modern C++ - Scott Meyers

INTERVIEW TOPICS

• Linear Algebra

• Probability/Statistics

• Linear Regression

• Machine Learning

• C++, Object Oriented Programming

• Data Structures, Algorithms

• Financial Markets, Instruments

• Time Series Analysis