Question bank for ML/Quant Interviews
- 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]
- 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]
- 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]
- Green Book [Chapter 3]