E-commerce Sales Analysis
Analyze product sales, customer orders, revenue, and best-selling categories using SQL queries, joins, and aggregate functions.
- SELECT & WHERE
- JOINs
SQL for Data AnalysisIndustry-Ready Curriculum
Master SQL for Data Analysis and Turn Data into Insights
Learn SQL for data analysis, including queries, joins, aggregations, subqueries, and window functions. Gain hands-on experience analyzing real-world datasets and extracting insights.
- Live client projects
- Practitioner trainers
- Placement support
- Certificate + internship
25,000+ Students trainedSince 2016
4.9★ Google rating556+ reviews
100% Practical trainingLive client work
Admissions open
Free demo class & counselling
Session slots
- Morning
- Evening
- Weekend
- Live online
Overview
Course overview
Learn SQL for Data Analysis and develop the skills to extract, organize, and interpret data using relational databases. This course is designed for beginners, students, and aspiring data analysts who want to build a strong foundation in data-driven decision-making. Start with SQL fundamentals, including data retrieval, filtering, sorting, and aggregation. Progress to joins, subqueries, Common Table Expressions (CTEs), and window functions to solve increasingly complex analytical problems. Apply your knowledge through practical exercises and real-world projects involving sales performance, customer behaviour, revenue trends, and business reporting. Learn to transform raw data into meaningful insights that support better business decisions. By the end of the course, you will be able to write effective SQL queries, analyze structured datasets, calculate key business metrics, and build a foundation for further learning in data analytics, business intelligence, Excel, Python, and Power BI.
PortfolioHands-on projects
Hands-on projects
you will ship
Customer Behavior Analysis
Explore customer purchase history, repeat purchases, customer segments, and spending patterns to identify useful business insights.
- Subqueries
- CTEs
Retail Performance Dashboard
Query retail sales data to calculate monthly revenue, product performance, and growth metrics, then present findings in Power BI.
- SQL
- Date functions
The working loop
Learn it. Build it. Make it yours.
Every project moves through the same loop: understand the brief, build with guidance, then explain the decisions behind your work.
- 01
Understand the Problem
Review the project brief, identify the business questions, and define the insights or results you need to deliver.
E-commerce Sales Analysis
- 02
Explore the Dataset
Inspect database tables, understand columns and relationships, and check data quality before writing queries.
Customer Behavior Analysis
- 03
Write SQL Queries
Use filtering, joins, aggregations, subqueries, CTEs, and window functions to retrieve and analyze relevant data.
Retail Performance Dashboard
- 04
Validate Your Results
Check query accuracy, handle missing or duplicate records, and verify calculations to ensure reliable findings.
- 05
Present Insights
Summarize key findings with charts, reports, or a Power BI dashboard and explain how the results support business decisions.
Why techcadd
Why students choose techcadd
There are many places to learn this in Phagwara and the brochure syllabus looks similar at all of them. What differs is who teaches, whether you ever touch real work, and whether anyone picks up the phone after you have paid. techcadd has trained students across Punjab since 2016 on the same model: small batches, working practitioners as trainers, client projects as coursework.
Mentors with Practical Experience
Learn SQL concepts through practical examples, guided exercises, and real-world data analysis scenarios.
Hands-On Project Learning
Apply your skills to sales, customer, and business datasets to build practical experience and portfolio projects. Copy
Industry-Relevant Curriculum
Learn essential and advanced SQL techniques, including joins, aggregations, CTEs, and window functions.
Beginner-Friendly Guidance
Build your SQL foundation step by step with structured lessons, practice tasks, and support when you get stuck.
The case for itWhy this programme
Why this programme
is worth your year
Companies, IT firms, data analytics agencies, and business organisations in Phagwara, Jalandhar, and nearby areas hire SQL-skilled professionals for data analysis, reporting, business intelligence, and database management roles.
Build skills that hold up beyond the classroom.
What separates this from a playlist of tutorials is supervision on real work. From the second half of the course you build on live client projects with a trainer beside you, make decisions that have consequences, and correct them the following week. That loop is the skill. No employer in Phagwara will take your word for it without work they can inspect.
Be realistic about the money. A fresher who finishes with a working portfolio starts near the bottom of the band and moves quickly; someone who finishes with a certificate and nothing to show does not. The difference is entirely what you built.
The alternative is what most people try first: free videos, a cheap online course, six months of drifting, and knowledge you cannot demonstrate. A structured programme with live projects, a mentor who corrects you, an internship letter and a placement cell that actually calls employers is the difference between knowing the subject and being hired to do it.
Students reach the Phagwara centre from Banga, Nakodar, Kartarpur and the university belt, and the weekend batch exists so a job or a degree does not have to be paused to attend.
- 01
Live Project Portfolio
Complete 2–3 practical SQL projects that demonstrate your analytical skills and help you prepare for interviews.
- 02
Hands-On SQL Practice
Practise SQL queries on real-world datasets and learn to solve practical data analysis problems.
- 03
Industry-Relevant Skills
Learn joins, aggregations, subqueries, CTEs, and window functions used in everyday data analysis.
- 04
Career Preparation
Build a strong SQL foundation for entry-level data analyst, reporting analyst, and business analyst roles.
- 05
Real-World Data Analysis
Analyze sales, customer behaviour, and business performance to turn raw data into meaningful insights.
What you get
- 100% practical, project-based learning
- Live client projects under trainer supervision
- Internship letter and placement support
- Small batches with daily doubt clearing
- Students
- 25K+
- Google rating
- 4.9★
- Estd.
- 2016
- Practical
- 100%
EligibilityWho can do
Who can do
this course
The SQL for Data Analysis course is built for people at six different starting points, and the batch is deliberately mixed. What matters far more than your background is turning up consistently and finishing what each module asks you to build.
- 01
Students After 12th
Students looking to build practical SQL and data analysis skills and explore career opportunities in the growing data industry.
- 02
Fresh Graduates
Graduates who want a structured, practical pathway into data analytics and entry-level analyst roles.
- 03
Beginners in Data Analytics
Learners with no prior SQL experience who want to understand databases, write queries, and analyze real-world datasets.
- 04
Working Professionals
Professionals looking to strengthen their analytical skills, automate data queries, and make data-driven business decisions.
- 05
Aspiring Data Analysts
Individuals preparing for data analyst or business analyst roles who want hands-on SQL practice and portfolio projects.
The toolchain behind the craft
One course.
A mesh of real tools.
Everything below is installed on the lab machines and used on live client work, not shown once in a slide and forgotten.
- MySQL
- PostgreSQL
- SQLBolt
- DB Fiddle
Certification
Get Certified in SQL for Data Analysis
Complete the course with a portfolio of live projects and receive an industry-recognised certificate, plus a documented internship letter accepted by Punjab universities.
- Industry Certificate
Recognised by employers across Punjab and beyond
- Internship Letter
Based on real client work, not a simulation
- Portfolio of Projects
Live work you can show in any interview
- Placement Support
CV review, mock interviews and hiring drives
Two certificates on completion — the course certificate and a separate capstone project certificate.
Future scopeWhere this course
Where this course
takes you
The roles this opens, what they pay in Punjab and beyond, and who is hiring for them — drawn from published job-market listings on one comparable scale, not a brochure number.
Where SQL for Data Analysis graduates get hired
Course information
Ask about SQL for Data Analysis
Send your question and a counsellor will call you back about batch timings, fees, EMI options, placement record, or whether this course fits your degree.
- Free counselling and demo class
- Weekday, evening, weekend or 1-on-1, all 2-hour classes
- Internship letter and placement support
Get started today
Not sure if SQL for Data Analysis is the right fit?
One call with a counsellor is usually enough to find out. Book a free demo class and see the lab before you decide.