Classical machine learning algorithms (look at the VC dimension and how it relates to SVM) , stochastic analysis (Ito integrals, martingales), basic coding stuff. Optimizers, comparison of them, brain teasers.
Quantitative Analyst Interview Questions
10,156 quantitative analyst interview questions shared by candidates
Explain your project some stats, coding, math, machine learning
csv in one of the coding questions
0. Walk me through your CV and describe your Ph.D. research. 1. Given two independent Bernoulli distributions what is the joint probability mass function. The correlator should be zero since they are independent, if it is given they are correlated with a coefficient \rho, how to calculate the joint probability mass function. 2. NumPy questions related to masking. 3. What are mutable and immutable objects in python? 4. Give some examples of discrete and continuous probability distributions. 5. What is the complexity of the sorting algorithm?
Solve two data analysis coding problems .
1) Integrate e^(-x^2) from -inf to +inf 2) Solve differential equation d2x/dt2 + ω2x = 0, 3) Expected number of Hamiltonian paths in a random graph 4) Expected number of tosses to get 3 consecutive heads
Math, Data science, Software development, derivatives pricing
your role in successful teamwork and the difficulties you faced
Given more time, how could you improve your algo
Easy coding questions similar to LeetCode
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