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1 | 1 | # Quantitative interview questions and strategies |
2 | 2 |
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3 | | -## Table of content |
| 3 | +## Table of Content |
4 | 4 | --- |
5 | 5 |
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6 | | - |
| 6 | + * [Table of content](#table-of-content) |
| 7 | + * [Introduction: objective and scope](#introduction-objective-and-scope) |
| 8 | + * [Calculus and linear algebra](#calculus-and-linear-algebra) |
| 9 | + * [Probability](#probability) |
| 10 | + * [Combinatorics](#combinatorics) |
| 11 | + * [Conditional probability](#conditional-probability) |
| 12 | + * [Probability Distributions](#probability-distributions) |
| 13 | + * [Expectations, variance, and covariance](#expectations-variance-and-covariance) |
| 14 | + * [Universality of Uniform distribution](#universality-of-uniform-distribution) |
| 15 | + * [Order statistics](#order-statistics) |
| 16 | + * [Graph\-based solutions involving multiple random variables](#graph-based-solutions-involving-multiple-random-variables) |
| 17 | + * [Approximation trick1: Central limit theorem](#approximation-trick1-central-limit-theorem) |
| 18 | + * [Approximation trick2: Poisson paradigm](#approximation-trick2-poisson-paradigm) |
| 19 | + * [Poisson count/time duality](#poisson-counttime-duality) |
| 20 | + * [Markov chain tricks](#markov-chain-tricks) |
| 21 | + * [Statistics](#statistics) |
| 22 | + * [Programming essentials](#programming-essentials) |
| 23 | + * [Numerical methods and optimization](#numerical-methods-and-optimization) |
| 24 | + * [Machine learning concepts](#machine-learning-concepts) |
| 25 | + * [Contribute](#contribute) |
| 26 | + |
| 27 | +Created by [gh-md-toc](https://github.com/ekalinin/github-markdown-toc.go) |
7 | 28 |
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8 | 29 | --- |
9 | 30 |
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10 | 31 | ## Introduction: objective and scope |
11 | 32 |
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| 33 | +Objective: |
| 34 | + |
| 35 | + |
| 36 | +Content: |
12 | 37 | Pertinent, concise, intuitive, self-contained. |
13 | 38 |
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| 39 | +Focus: |
| 40 | +Generalizable knowledge points, methods and problem solving strategies rather than exact questions. |
| 41 | +(For those interested in interview question pool please visit xxx and yyy instead |
| 42 | + |
| 43 | + |
| 44 | + |
14 | 45 |
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15 | 46 |
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16 | 47 | ## Calculus and linear algebra |
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