Data All The Way
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Welcome to Data All The Way, “yet another” tutorial website with concepts, methods, and example code on data science, statistics, and machine learning. All the posts with example code accompany a Kaggle or Google Colab notebook for a live demo. In addition, posts are citable, and some posts are hosted on Zenodo with a permanent DOI and indexed in Data All The Way community. If you want to become a contributing author, please write to rohit [dot] farmer [at] dataalltheway [dot] com. Comments and suggestions are always welcomed. To learn more about my other projects and research, please visit https://rohitfarmer.com.

I intend to write blog posts that are as complete and explanatory as possible. However, many posts could just be codes with a minimal description initially, eventually evolving into more complete articles. Therefore, most posts here are in a state of continuous development with a history of updates.

Featured posts

Parametric hypothesis tests with examples in Python
A tutorial on parametric hypothesis tests with examples in Python.
Rohit Farmer
Jan 9, 2023
Parametric hypothesis tests with examples in Julia
A tutorial on parametric hypothesis tests with examples in Julia.
Dhruva Sambrani
Nov 17, 2022
Parametric hypothesis tests with examples in R
A tutorial on parametric hypothesis tests with examples in R.
Rohit Farmer
Nov 10, 2022
Rules for naming files and folders that are cross platform and helpful in datascience
Rules for naming files and folders that are cross platform and helpful in datascience.
Rohit Farmer
Nov 3, 2022
How to build a Singularity container for machine learning, data science, and chemistry
Singularity containers provide a flexible way to execute software and arbitrary code in a scientific and high performance computer environment and enhance reproducibility of…
Rohit Farmer
Oct 31, 2022
Sources of open data for statistics, data science, and machine learning
Even though the default data included in R and other languages are carefully selected and valuable. They are old, limited in sample size, and may not be more than toy…
Rohit Farmer
Oct 25, 2022
A case for using Google Colab notebooks as an alternative to web servers for scientific software
Maintaining a web server is complex, expensive, and probably unnecessary for many purposes. A Google Colab notebook provides an alternative that may speed up scientific…
Rohit Farmer
Oct 17, 2022
Data Transformation
Data transformation is a process of performing a mathematical function on each data point used in a statistical or machine learning analysis to either satisfy the underlying…
Rohit Farmer
Oct 5, 2022
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