Software Tools

Excel

Still the most widely used tool in data roles. From formulas to pivot tables, it's the first place to start.

Excel Fundamentals: Essential skills you need for Excel
Excel Basics for Data Analysis: Focuses on practice and applied learning
Excel Beginnger to Advanced: All-In-One Excel training
Excel Advanced Formulas and Functions: Excel for Data Analysts
Analyse Data with Excel: Build spreadsheets and visualise data

Learn SQL: Manage large datasets and analyse results
SQL Bootcamp: Complete course, go from zero to hero
SQL Advanced Techniques: SQL For Data Analysis
SQL For Data Science: Fundamentals of SQL and handling Data
Introduction to SQL: Good start to understanding the fundamental language

SQL

The standard language for querying databases.
SQL remains a non-negotiable skill.

Python

Python can clean data, run models, build pipelines. Used by engineers, scientists, and analysts.

Learn Python: Get to Grips with the basics of Python
Language Models in Python: Intro into building basic language models
Python Bootcamp: Bootcamp, from zero to hero
Python Programming: Learn and master Python Programming
Intermediate Python: Level up data science skills

Reporting Tools

Power BI is Microsoft-friendly; Tableau dominates in enterprise. Both help tell data stories.

Introduction to Power BI: Power BI basics and learn data visualisation
DAX in Power BI: Learn the calculation language in Power BI
Tableau Zero to Hero: Step by step data visualisation
Tableau Intelligence Analyst: Tableau training for certification
Tableau Visualisation: Focussing on data visuals

Cloud Platforms

Data storage, processing, and deployment lives in the cloud. Most engineers require basic fluency.

GCP Fundamentals: Google Cloud core infrastructure
AWS Essentials: AWS Cloud technical essentials
Understanding Azure: Learn about the power of Azure and cloud computing
Databricks Concepts: Lakehouses that help scale engineering
Cloud computing with AWS: Cloud computing concepts and AWS basics