DFS (1) DataScience (10) Finance (1) Interview (3) Leetcode (8) MachineLearning (6) Medium (1) NLP (2) Resume (1) Review (1) SQL (1) Statistics (4)

 DFS (1)

Leetcode 200: Number of Islands

 DataScience (10)

Data Preprocessing 101
LDA Topic Modeling for Amazon Customer Reviews of Medicinal Food Products
PCA
Udacity Interview Course
MLF 5 Part I: Noise and Error
MLF 4: Training vs Testing: the Theory of Generalization
MLF 3: Feasibility of Learning
MLF 2: Perceptron Learning Algorithm
MLF 1: Course Introduction
Stanford NLP Intro and Word Vectors

 Finance (1)

Reading Note: A Random Walk Down Wall Street

 Interview (3)

Resume Related Resources and Questions
Udacity Interview Course
The Soft Interview

 Leetcode (8)

Leetcode 66: Plus One
Leetcode 237: Delete Node in a Linked List
Leetcode 8: String to Integer (atoi)
Leetcode 104: Maximum Depth of Binary Tree
Udacity Interview Course
Leetcode 200: Number of Islands
Leetcode 226: Invert Binary Tree
Leetcode 206: Reverse Linked List

 MachineLearning (6)

Udacity Interview Course
MLF 5 Part I: Noise and Error
MLF 4: Training vs Testing: the Theory of Generalization
MLF 3: Feasibility of Learning
MLF 2: Perceptron Learning Algorithm
MLF 1: Course Introduction

 Medium (1)

Leetcode 200: Number of Islands

 NLP (2)

LDA Topic Modeling for Amazon Customer Reviews of Medicinal Food Products
Stanford NLP Intro and Word Vectors

 Resume (1)

Resume Related Resources and Questions

 Review (1)

Leetcode 200: Number of Islands

 SQL (1)

SQLZOO Solutions

 Statistics (4)

Markov Chain
One Line Proof that a Covariance Matrix is Positive Semidefinite
Key Assumptions of Linear and Logistic Regression
Chi-squared Test and Application in Machine Learning