Paul Apivat

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

Bangkok, Thailand Joined on Oct 15, 2020 https://github.com/PaulApivat

Education

Columbia University

Work

Data Scientist at Looking for work

R, Python (current)
html, css, javascript (not-so-current)

Machine Learning. I started with R at the beginning of the year and have gotten comfortable wrangling data and visualizing it (I love R!)

Getting into ML, however, means it's time to learn Python.

Data Science / Machine Learning
Data Visualization
Data Cleaning
Data Analysis

33 posts published

4 comments written

5 tags followed

Paul Apivat

Mar 19 '21

Mining Thai Food Text with R

#textmining #r #datascience

5 min read

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Paul Apivat

Mar 19 '21

Visualizing Thai Food with R

#datascience #rstats #dataviz

6 min read

Paul Apivat

Mar 19 '21

Using Python to Scrape Thai Food Data

#python #beginners

4 min read

Paul Apivat

Jan 29 '21

How Positive are Your Facebook Posts?

#python #nlp #datascience #r

9 min read

Paul Apivat

Jan 16 '21

Quickly Analyze Relationships in your Twitter Data

#datascience #analytics #twitter #r

4 min read

Paul Apivat

Dec 26 '20

Grasping Gradient Descent using Python

#python #datascience #machinelearning #linearalgebra

8 min read

Paul Apivat

Dec 18 '20

Exploring nested data with sunburst plots in R

#datascience #datavisualization #r #dataviz

4 min read

Paul Apivat

Dec 16 '20

Explore Hypothesis Testing using Python

#python #datascience #statistics #probability

13 min read

Paul Apivat

Dec 10 '20

Permutation in Python

#python #datascience #statistics

5 min read

Paul Apivat

Dec 8 '20

Probability Distributions with Python: Discrete & Continuous

#datascience #machinelearning #python

5 min read

Paul Apivat

Dec 2 '20

Bayes Application & Code: A Medical Diagnostic Scenario

#python #datascience #machinelearning

6 min read

Paul Apivat

Nov 28 '20

Bayes' Theorem: Concepts and Code

#python #datascience #machinelearning

6 min read

Paul Apivat

Nov 23 '20

Conditional Probability with Python: Concepts, Tables & Code

#python #datascience #machinelearning

8 min read

Paul Apivat

Nov 20 '20

Statistics from Scratch with Python

#python #datascience #machinelearning

13 min read

Paul Apivat

Nov 18 '20

Going beyond summary statistics

#datascience #analytics #analyst #rstats

6 min read

Paul Apivat

Nov 12 '20

Matrices in Python

#python #datascience #machinelearning

5 min read

Paul Apivat

Nov 12 '20

Vectors in Python

#python #datascience #machinelearning

5 min read

Paul Apivat

Nov 8 '20

Supplementing lists with data frames

#python #datascience #machinelearning

6 min read

Paul Apivat

Nov 6 '20

Making sense of matplotlib

#python #datascience #machinelearning

5 min read

Paul Apivat

Nov 4 '20

Collections and Comprehensions (pt.2)

#python #datascience #machinelearning

6 min read

Paul Apivat

Nov 3 '20

Collections and Comprehensions

#datascience #machinelearning #python

5 min read

Paul Apivat

Nov 1 '20

Pseudo-Randomness and a hint of Regex

#python #machinelearning #datascience

3 min read

Paul Apivat

Oct 31 '20

A Brief Foray into Lazy Evaluation

#python #datascience #machinelearning

2 min read

Paul Apivat

Oct 31 '20

Understanding Object-Oriented Programming with Assert

#datascience #machinelearning #python

3 min read

Paul Apivat

Oct 30 '20

List Comprehensions

#python #datascience #machinelearning

3 min read

Paul Apivat

Oct 30 '20

Control Flow & Truthiness

#python #datascience #machinelearning

2 min read

Paul Apivat

Oct 29 '20

Counters & Sets

#machinelearning #datascience #python

3 min read

Paul Apivat

Oct 29 '20

defaultdict

#datascience #machinelearning #python

5 min read

Paul Apivat

Oct 27 '20

Dictionaries

#datascience #machinelearning #python

3 min read

Paul Apivat

Oct 27 '20

Python List and Numpy Array

#python #machinelearning #datascience

3 min read

Paul Apivat

Oct 24 '20

Strings and Exceptions

#datascience #machinelearning #python

2 min read

Paul Apivat

Oct 24 '20

Higher Order Functions

#python #datascience #machinelearning

4 min read

Paul Apivat

Oct 24 '20

Data Science from Scratch: Intro & Setup

#datascience #machinelearning #python

2 min read

Writing Debut

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8 Week Writing Streak

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