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Paul Apivat Hanvongse profile picture

Paul Apivat Hanvongse

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

Location Bangkok, Thailand Joined Joined on  GitHub logo External link icon
Education

Columbia University

Work

Data Scientist at Looking for work

Quickly Analyze Relationships in your Twitter Data

Quickly Analyze Relationships in your Twitter Data

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4 min read
Grasping Gradient Descent using Python

Grasping Gradient Descent using Python

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8 min read
Exploring nested data with sunburst plots in R

Exploring nested data with sunburst plots in R

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4 min read
Explore Hypothesis Testing using Python

Explore Hypothesis Testing using Python

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13 min read
Permutation in Python

Permutation in Python

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5 min read
Probability Distributions with Python: Discrete & Continuous

Probability Distributions with Python: Discrete & Continuous

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5 min read
Bayes Application & Code: A Medical Diagnostic Scenario

Bayes Application & Code: A Medical Diagnostic Scenario

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6 min read
Bayes' Theorem: Concepts and Code

Bayes' Theorem: Concepts and Code

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6 min read
Conditional Probability with Python: Concepts, Tables & Code

Conditional Probability with Python: Concepts, Tables & Code

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8 min read
Statistics from Scratch with Python

Statistics from Scratch with Python

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13 min read
Going beyond summary statistics

Going beyond summary statistics

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6 min read
Matrices in Python

Matrices in Python

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5 min read
Vectors in Python

Vectors in Python

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5 min read
Supplementing lists with data frames

Supplementing lists with data frames

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6 min read
Making sense of matplotlib

Making sense of matplotlib

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5 min read
Collections and Comprehensions (pt.2)

Collections and Comprehensions (pt.2)

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6 min read
Collections and Comprehensions

Collections and Comprehensions

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5 min read
Pseudo-Randomness and a hint of Regex

Pseudo-Randomness and a hint of Regex

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3 min read
A Brief Foray into Lazy Evaluation

A Brief Foray into Lazy Evaluation

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2 min read
Understanding Object-Oriented Programming with Assert

Understanding Object-Oriented Programming with Assert

Reactions 14 Comments 4
3 min read
List Comprehensions

List Comprehensions

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3 min read
Control Flow & Truthiness

Control Flow & Truthiness

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2 min read
Counters & Sets

Counters & Sets

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3 min read
defaultdict

defaultdict

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5 min read
Dictionaries

Dictionaries

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3 min read
Python List and Numpy Array

Python List and Numpy Array

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3 min read
Strings and Exceptions

Strings and Exceptions

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2 min read
Higher Order Functions

Higher Order Functions

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4 min read
Data Science from Scratch: Intro & Setup

Data Science from Scratch: Intro & Setup

Reactions 3
2 min read
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