Data Analysis Mastery Path

From your first query to production pipelines: SQL and Power BI to ask questions, Excel and Tableau to tell the story, Python to automate it, and data engineering to make it run every day.

one continuous road
4 stages

one continuous road

at a working pace
6–9 months

at a working pace

full progression
Beginner → Professional

full progression

The road

4 stages. One direction.

Every stage is taught live by a working engineer — and every stage assumes only the one before it.

1The Questions

SQL & Power BI

Data Analyst

Query real databases with SQL and turn the answers into Power BI dashboards people actually read.

  • SQL queries
  • Joins & aggregates
  • Data modelling
  • Power BI dashboards
Mentored prep · ask us
Talk to us

Why this stage

“Every analysis starts with a question and a query. Learn to ask both properly.”

2The Storytelling

Excel & Tableau

Business Intelligence Analyst

Advanced Excel for the daily grind and Tableau for the visualisations that change decisions.

  • Advanced Excel
  • Pivot models
  • Tableau
  • Visual storytelling
Mentored prep · ask us
Talk to us

Why this stage

“The business runs on Excel and decides on charts. Speak the language of the room.”

3The Automation

Python Programming

Analytics Engineer

Syntax to scripts that do real work — files, APIs, data and the automation you'll reuse at your desk.

  • Core Python
  • Files & APIs
  • Data handling
  • Automation
80 hrsBeginner
Explore course

Why this stage

“The analyst who automates their reports stops doing them by hand — and starts doing analysis.”

4The Pipelines

Data Engineering

Data Engineer

Move from consuming data to producing it: pipelines, warehouses, orchestration and data quality.

  • ETL / ELT
  • Warehousing
  • Orchestration
  • Data quality
Mentored prep · ask us
Talk to us

Why this stage

“Dashboards are only as good as the pipelines behind them. Build the part everyone depends on.”

Destination

Data Engineer

Data Analysis path

Stop browsing.
Start walking.

The road is mapped and the first batch is live. Take the first step — or talk to us and find out which stage you're already standing on.

Talk to a counsellor

Your roadmap

6–9 months
  • 01

    SQL / Power BI

    The Questions · 2 months

  • 02

    Excel / Tableau

    The Storytelling · 1–2 months

  • 03

    Python

    The Automation · 2–3 months

  • 04

    Data Engineering

    The Pipelines · 2–3 months

Data Engineer

where this road ends