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Learning links
10 September 2025
Data Analytics
OpenIntro Statistics

Free, open-source statistics textbook with R labs and applied data analysis examples.

R
ModernDive: Statistical Inference via Data Science

Free online textbook teaching statistical inference and regression using R and tidyverse methods.

Python
W3Schools Python

Step-by-step interactive lessons for Python basics, data structures, and functions, with hands-on coding snippets.

Databases & SQL
W3Schools SQL

Beginner-friendly SQL tutorials with examples of queries, joins, constraints, and subqueries, plus an interactive editor.

GRE Prep
Kaplan GRE Free Resources

Free practice tests, sample questions, and study materials from Kaplan.

Python
Automate the Boring Stuff with Python

A free online book teaching Python through practical examples like automating tasks, web scraping, and file management.

Books
AI Engineering

Andrew Ng

A practical framework for building real-world AI applications from foundational principles

Databases & SQL
SQLite Tutorial

Focused tutorials on SQLite, covering SQL basics, database management, and practical coding examples.

GRE Prep
Manhattan Prep GRE Resources

Free GRE study materials, strategy guides, and practice question sets.

Python
PyBites Platform (Free Exercises)

Short, practical coding exercises (some free) focused on solving real-world problems in Python.

Books
The Coming Wave

Mustafa Suleyman

A visionary look at how emerging technologies will reshape the 21st century

Wargaming
King?s Wargaming Network

Academic network advancing theory and application of wargaming for research and teaching within Security Studies.

Databases & SQL
LeetCode SQL Problems

Collection of SQL coding challenges to practice writing queries, often used in interview preparation.

R
Quick-R (StatMethods)

Practical R tutorials focused on statistics, graphics, and data analysis, written in a straightforward, example-driven style.

R
Stack Overflow - R Tag

A huge developer community answering detailed questions about R, packages, and applied statistics.

Math
Coursera - Math for Machine Learning (Audit Free)

University of London courses on linear algebra, multivariate calculus, and statistics for machine learning, available free in audit mode.

Data Analytics
StatQuest with Josh Starmer (YouTube)

Clear and approachable explanations of statistics and data analysis, breaking down complex concepts into simple steps.

Databases & SQL
Mode SQL Tutorial

Practical SQL lessons taught in-browser, with real-world datasets and instant feedback for analysts.

PowerBI
Power BI Community

Official Power BI community forum where users can ask questions, share solutions, and browse a large knowledge base of solved problems.

Databases & SQL
Khan Academy - Intro to SQL

Beginner-friendly course teaching SQL fundamentals with practice problems and video explanations.