mlquant-interview-question-bank

Question bank for ML/Quant Interviews

My favorites

• CS189 UCB Exams and Solutions: [All] [Spring'16]
• CS188 UCB Exams and Solutions: [All]
• 10-601 CMU Exams and Solutions: [Midterm'12]
• 10-701 CMU Exams and Solutions: [HW-2] [Midterm Spring'17]

Assorted ML [Exhaustive List]

• ISLR Problems: [Sols-1] [Sols-2]
• [CS229 Assignments]
• [ML, Maths and Stats]
• [21 questions]
• [31 questions]
• [General ML]
• [Data Science]
• [Data Analysis]
• [Predictive Modeling]
• [Statistical Inference]
• [Product Metrics]
• [Data Sceience Interview Prep]
• [Microsoft]
• Amazon: [Amazon] [Amazon-2] [Amazon-3] [Amazon-4]
• Apple [Apple-AI]
• Google [Google-1] [Google-2] [Google-3]
• [Coursera ML Quiz]
• [Iamtodor]
• [30 questions on Logistic Regression]
• Linear Regression: (30 questions on Linear Regression)
• Trees [30 questions] [45 questions]
• [30 questions on kNN]
• [25 questions on SVM]
• [40 questions on dimensionality reduction]
• [40 questions on clustering]
• [40 questions on DL]
• [21 questions on DL]
• [25 questions on DL]
• [45 questions on DL]
• [30 questions on DL]
• [40 questions on DL]
• [25 questions on Image Processing]
• [12 faq on DL]
• [top-30 data science questions]
• [35 data science questions]
• [100 data science across faang]
• [41 data science questions]
• [41 data science ques]
• [109 data science questions]
• [60 questions on ML]
• [100 basic on ML]
• [40 questions on startups]
• [40 questions on data science]
• [30 questions on NLP]
• [120 data science questions]
• [25 fun ML questions]
• [55 questions]
• [more questions]
• [ML Screen Guide]
• [CS-189 ML Exams and Solutions]
• [Basic Q/A]
• [More on DTs]
• [Maths/Algo puzzles]

Probability/Statistics/Combinatorics

• Introduction to Probability by Bertsekas [Chapter 1-9, problems and solutions]
• Green Book [Chapter 4-5]
• [LSU-Quant Interview Prep Bank]
• [Quant FAQ]
• [40 Statistics Questions]
• [Quantitative Primer]
• [40 probability questions]
• [40 statistics questions]
• [7 questions on correlation]
• Quant Job Interview Questions and Answers by Mark Joshi et. al.
• Heard on the Street: Quantitative Questions from Wall Street Job Interviews
• Frequently Asked Questions in Quantitative Finance by Paul Wilmott
• Larry CMU All of Stats Q/A: [1]

Basic Maths and Linear Algebra

• Green Book [Chapter 3]

Unfiltered

• https://github.com/andyhu4023/Quant-Interview-Question-Bank
• https://github.com/mikinty/Trading-Interview-Questions
• https://www.reddit.com/r/MachineLearning/comments/7wst07/d_study_guides_for_interview_at_ai_research/