List: Data Science and Math | Curated by Matt | Medium

Oct 13, 2022

27 stories

Data Science and Math

In

mkdir Awesome

by

Shinichi Okada

7 Essential Tips for Writing With Jupyter Notebook

Guide for your first data science article

Feb 1, 2020

7 Essential Tips for Writing With Jupyter Notebook

Feb 1, 2020

Maria Gusarova

Explain Any Machine Learning Model in Python, SHAP

A Comprehensive Guide to SHAP and Shapley Value; Explainable machine learning with a single function call

Sep 22, 2022

Explain Any Machine Learning Model in Python, SHAP

Sep 22, 2022

Lina Oechsner

Troubles I had when switching from R to Python and which way worked for me

I started my data science journey with R. It has been the language that sparked my enthusiasm for programming and data science and that’s…

Nov 30, 2021

Troubles I had when switching from R to Python and which way worked for me

Nov 30, 2021

In

TDS Archive

by

Manu Sharma

Transformation & Scaling of Numeric Features: Intuition

When to use Transformation or Scaling? Which scaler ? Which algorithms ?

Mar 22, 2020

Transformation & Scaling of Numeric Features: Intuition

Mar 22, 2020

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In

The Startup

by

julianna

A Visual Guide to SQL Joins

Learn SQL joins once and for all with a bit of knowledge and practice.

Apr 10, 2020

A Visual Guide to SQL Joins

Apr 10, 2020

In

TDS Archive

by

Keith McNulty

Ten more random useful things in R you may not know about

I struggled to keep it to ten last time, so here’s ten more for you

Jan 6, 2020

Ten more random useful things in R you may not know about

Jan 6, 2020

In

TDS Archive

by

Ivo Bernardo

5 R Objects You Should Learn to Master R Programming

R is a really flexible language — here, we are going to learn the objects that will power up your R Data Analytics and Science scripts

Oct 29, 2021

5 R Objects You Should Learn to Master R Programming

Oct 29, 2021

In

TDS Archive

by

Keith McNulty

Five R Markdown tricks that you may not know about

These five simple tricks open up the possibilities of what you can do with R Markdown

Oct 25, 2021

Five R Markdown tricks that you may not know about

Oct 25, 2021

Joanna

20 Useful R Packages You May Not Know About

The packages/add-ins we will cover in this post:

Oct 19, 2021

20 Useful R Packages You May Not Know About

Oct 19, 2021

Dr. Marc Jacobs

Non-linear Mixed Model in R

This post is about a how I approached a dataset in 2016 using non-linear mixed models (NLMIXED). I love NLMIXED as much as I hate them…

Oct 3, 2021

Non-linear Mixed Model in R

Oct 3, 2021

Jesse L

R Programming: What is Tidyverse?

Hi everyone, welcome back. Are you new to the R programming language or wanting to learn the R programming language? You may have heard of…

Jul 16, 2021

R Programming: What is Tidyverse?

Jul 16, 2021

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In

TDS Archive

by

Keith McNulty

Ten random but useful things to know about ggplot2

Jun 4, 2021

Ten random but useful things to know about ggplot2

Jun 4, 2021

In

TDS Archive

by

Yifei Huang

How NOT to Analyze Time Series

One of the most common time series data mistakes I see junior data scientists and interview candidates make is to assume that the data has…

Sep 29, 2021

How NOT to Analyze Time Series

Sep 29, 2021

Manpreet Singh

5 awesome R tricks you need to see

Welcome back! R is an awesome language used for data processing / manipulation, it’s also one of my favorite languages out there, let’s…

Jul 5, 2021

5 awesome R tricks you need to see

Jul 5, 2021

In

Analytics Vidhya

by

AbdulMajedRaja RS

Become a Better R Programmer with the Awesome ‘lobstr’ Package

“Tools amplify your talent. The better your tools, and the better you know how to use them, the more productive you can be.” — Andrew Hunt…

Sep 19, 2018

Become a Better R Programmer with the Awesome ‘lobstr’ Package

Sep 19, 2018

This story is no longer available

Manpreet Singh

Amazing R packages you don’t know about

Welcome back! R is an awesome language that’s used heavily in data processing/data analysis, so let’s take a look at some R packages that…

Sep 2, 2021

Amazing R packages you don’t know about

Sep 2, 2021

In

TDS Archive

by

Rebecca Vickery

8 Fundamental Statistical Concepts for Data Science

… explained in plain English

Jan 30, 2021

8 Fundamental Statistical Concepts for Data Science

Jan 30, 2021

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