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Tutorial topics to strengthen fundamentals

Use these topics as a starting checklist before moving into larger projects and role-focused programs.

Python Fundamentals

Variables & data types
Conditions & loops
Functions
OOP basics

SQL & Databases

SELECT queries
Joins
GROUP BY
Subqueries

Data Analytics

Excel basics
Data cleaning
Power BI
Dashboard thinking

Machine Learning

Regression
Classification
Model evaluation
Feature basics

Generative AI

Prompting
LLM APIs
Embeddings
RAG basics

Web Development

HTML
CSS
JavaScript
Git basics