About this course
Python, SQL, statistics and data storytelling - the complete analyst skill set employers hire for.
This is an 8-week specialist track - our most in-depth program, taking you to a professional, hireable standard. It runs online in the August 2026 cohort (starting 1 August 2026) and is taught the EchoLens way: you learn by doing real, gradeable work rather than just watching lectures.
What's included
- Live, instructor-led online sessions across 8 weeks (32 hours total).
- Hands-on coding quests you solve inside the EchoLens browser compiler - nothing to install.
- Gems, stages and a leaderboard that keep you moving instead of grade anxiety.
- A verified certificate with a scannable QR code, ready to share on LinkedIn, when you finish.
- The first week is open free so you can try the course before you pay.
Course learning outcomes
By the end of this course, you will be able to:
- CLO 1. Use Python and SQL together to extract, clean and analyse real-world datasets.
- CLO 2. Apply statistical methods correctly to draw honest, defensible conclusions from data.
- CLO 3. Communicate analysis results to a non-technical, executive audience in a portfolio project.
Course outline - level by level
5 leveles, each with hands-on quests you clear in the portal.
- Level 1. Analyst Python - pandas mastery for analysis
- Level 2. SQL for Analysts - Analytical SQL: windows, CTEs, cohorts
- Level 3. Statistics That Matter - Distributions, hypothesis tests, correlation traps
- Level 4. Executive Communication - Dashboards and data storytelling
- Level 5. Capstone: Analyst Portfolio Project - End-to-end business analysis
How you submit: Coding quests solved in the built-in EchoLens compiler.
Who it's for
Data Analytics Specialist Track suits learners at a intermediate to advanced level who want a practical, project-based route into Data Analytics Specialist Track. You need only a browser and an internet connection - all coding runs inside the EchoLens compiler, so there is nothing to set up.
Certificate
Finish every stage and EchoLens issues a verified certificate carrying a QR code anyone can scan to confirm it on our site. You can add it to your CV or share it to LinkedIn in one click.