Overview: Data Analytics Course in Athwa

For Athwa analysts

Live sessions cover SQL, dashboards and storytelling with data — everything Athwa students need to move from reporting to actually influencing decisions.

Curriculum breakdown

Module 1: SQL foundations

SQL taught from scratch for Athwa students — no prior programming experience required.

Topics covered

• Querying, joins and aggregation
• Window functions and CTEs

Module 2: Data modelling and warehousing

How data is structured and stored so Athwa students can reason about a real company's data warehouse.

Module 3: Dashboards and visualization

Building dashboards Athwa students can present directly to leadership.

Topics covered

• Looker Studio / Google Data Studio
• Chart selection and dashboard design

Module 4: Statistics and storytelling

Presenting insights so leadership actually acts on them, not just another report that gets filed away.

How the cohort runs

Format and schedule

Live, portfolio-driven cohort

Live sessions for Athwa students building toward a real portfolio dashboard project.

Who this course is for

Analysts wanting to move from reporting to influence

Athwa analysts who want their insights to actually change decisions.

Career switchers into analytics

Athwa learners moving into a data-adjacent role for the first time.

Outcomes and support

Certificate and portfolio project

Athwa students receive a certificate of completion plus a portfolio dashboard project.

Comparison

How this differs from Data Science & AIML

This course focuses on SQL, dashboards and reporting; the AIML course covers predictive modelling and ML deployment.

Note

No coding experience required — SQL is taught from scratch for Athwa students.

Quick answer

The Data Analytics Course in Athwa teaches SQL, data modelling, dashboards and storytelling with data so analysts can move from producing reports to actually influencing business decisions. It's for Athwa analysts and career switchers with no coding background, and it's worth it if you want to present insights leadership acts on, not just another dashboard nobody opens.

How this compares to a free SQL tutorial site

• Covers the full path from SQL through data modelling to dashboards and storytelling, not SQL syntax in isolation
• Live sessions with feedback on a real portfolio dashboard project, instead of self-paced exercises with no review
• Taught by a practitioner who builds executive dashboards for real clients, not a generic SQL syntax reference
• Ends with a certificate and a dashboard project Athwa students can present in interviews, not just completed practice problems

Why Athwa analysts choose Deepak Suhag

Taught by a practitioner who builds executive dashboards for real clients, not academic exercises.