Technical Documentation For Web Developers and Data Scientists

The ‘Tech Section’ is the repository for my technical posts and discussion threads. Along with the technical documentation links below, you can access the full list of tech-related posts from the tech archive here, and my series on getting started in coding here.

Technical Documentation Links

Listed below are links referencing technical documentation for web developers and data scientists which I have used on a regular basis as a full-stack web developer, along with tutorials and other learning materials. There is a wealth of information and help available on the web, but these are ones I have found to be particularly useful as starting points for learning and continuous development.

Frontend

MDN Online References – HTML, JavaScript, CSS, HTTP, Web APIs and more

Node.js Guides – ‘Getting Started guide, core concepts, security best practices and more

Backend

PHP.net Online Documentation – The definitive PHP reference documentation

MySQL 8.0 Reference Manual – Comprehensive documentation, including tutorial

Data Analysis

KDNuggets Data Science – An excellent collection of data science materials including blog articles, datasets and tutorials

Pandas Python Library User Guide

SciKit Official Documentation

General Software Development

Manifesto for Agile Software Development – The twelve principles of Agile software

SOLID Principles – an explanation of the five key principles for Object-Oriented design