# Paul Apivat

Documenting and sharing everything I learn about Data Science, Machine Learning, R, Python, SQL and more.

Bangkok, Thailand Joined on  https://github.com/PaulApivat

Education

Columbia University

Work

Data Scientist at Looking for work

Mining Thai Food Text with R

## Mining Thai Food Text with R

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Visualizing Thai Food with R

## Visualizing Thai Food with R

Using Python to Scrape Thai Food Data

## How Positive are Your Facebook Posts?

Quickly Analyze Relationships in your Twitter Data

## Quickly Analyze Relationships in your Twitter Data

Grasping Gradient Descent using Python

## Grasping Gradient Descent using Python

Exploring nested data with sunburst plots in R

## Exploring nested data with sunburst plots in R

Explore Hypothesis Testing using Python

## Explore Hypothesis Testing using Python

Permutation in Python

## Permutation in Python

Probability Distributions with Python: Discrete & Continuous

## Probability Distributions with Python: Discrete & Continuous

Bayes Application & Code: A Medical Diagnostic Scenario

## Bayes Application & Code: A Medical Diagnostic Scenario

Bayes' Theorem: Concepts and Code

## Bayes' Theorem: Concepts and Code

Conditional Probability with Python: Concepts, Tables & Code

## Conditional Probability with Python: Concepts, Tables & Code

Statistics from Scratch with Python

## Statistics from Scratch with Python

Going beyond summary statistics

## Going beyond summary statistics

Matrices in Python

## Matrices in Python

Vectors in Python

## Vectors in Python

Supplementing lists with data frames

## Supplementing lists with data frames

Making sense of matplotlib

## Making sense of matplotlib

Collections and Comprehensions (pt.2)

## Collections and Comprehensions (pt.2)

Collections and Comprehensions

## Collections and Comprehensions

Pseudo-Randomness and a hint of Regex

## Pseudo-Randomness and a hint of Regex

A Brief Foray into Lazy Evaluation

## A Brief Foray into Lazy Evaluation

Understanding Object-Oriented Programming with Assert

## Understanding Object-Oriented Programming with Assert

List Comprehensions

## List Comprehensions

Control Flow & Truthiness

Counters & Sets

defaultdict

Dictionaries

## Dictionaries

Python List and Numpy Array

## Python List and Numpy Array

Strings and Exceptions