Overview: Data Analytics Course in Civil Lines

For Civil Lines analysts

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

Curriculum breakdown

Module 1: SQL foundations

SQL taught from scratch for Civil Lines 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 Civil Lines students can reason about a real company's data warehouse.

Module 3: Dashboards and visualization

Building dashboards Civil Lines 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 Civil Lines students building toward a real portfolio dashboard project.

Who this course is for

Analysts wanting to move from reporting to influence

Civil Lines analysts who want their insights to actually change decisions.

Career switchers into analytics

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

Outcomes and support

Certificate and portfolio project

Civil Lines 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 Civil Lines students.

Quick answer

The Data Analytics Course in Civil Lines teaches SQL, data modelling, dashboards and storytelling with data so analysts can move from producing reports to actually influencing business decisions. It's for Civil Lines 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 Civil Lines students can present in interviews, not just completed practice problems

Why Civil Lines analysts choose Deepak Suhag

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