SQL · JINJA · SNOWFLAKE · GIT

DBT Course in Hyderabad

Learn DBT Core and DBT Cloud, SQL data modelling, Jinja and macros, testing, documentation and CI/CD with Snowflake, BigQuery and Redshift in a 1-month program with real-time projects and placement assistance. Classroom and live online batches, easy EMI and a free demo class.

★ 4+ Google rating from 100+ reviews · 9,000+ students trained · 523+ batches completed · Teaching since 2021

Trainer: Mr. Arvind Rahul, DBT and Data Engineering Trainer (15+ years) · Updated September 2026

TrainerMr. Arvind Rahul · 15+ years

Duration1 month

FeesFrom ₹14,999 · EMI

ModesClassroom + online

DBT Training in Hyderabad

Brolly Academy's DBT Course in Hyderabad is a 1-month, hands-on program in DBT (Data Build Tool): SQL data modelling, Jinja and macros, sources, seeds and snapshots, testing and documentation, Git version control, DBT Cloud and Core, and orchestration with Airflow, taught by Mr. Arvind Rahul (15+ years in data engineering, cloud integration and analytics). Plans start at ₹14,999, classes run in the classroom or live online, and every student gets a course completion certificate and placement assistance.

The course is built for students, freshers, working professionals and career changers who want to move into data engineering and analytics. You build end-to-end pipelines on Snowflake, BigQuery and Redshift, work through case studies such as an e-commerce sales dashboard and customer retention analysis, and finish with a DBT-focused resume, mock interviews and interview preparation for analytics engineer and data engineer roles in Hitech City, Madhapur and Kukatpally.

Why choose Brolly Academy for DBT training?

Training and support✓ DBT course for beginners and advanced learners
✓ Trainer with 15+ years in data engineering
✓ Hands-on projects on pipelines, modelling and testing
✓ DBT Cloud and DBT Core hands-on training
✓ One-to-one mentorship and career guidance
✓ Real-time capstone projects on DBT use cases
✓ 100+ DBT interview questions with mock sessions
✓ Resume building, LinkedIn optimisation and placement support

Flexibility and value✓ Classroom and live online batches
✓ Weekday and weekend batch options
✓ Free demo class before you enrol
✓ Affordable fees with EMI on Classroom and Online plans
✓ Recorded sessions for revision
✓ Group learning on WhatsApp and Discord
✓ Brolly Academy course completion certificate
✓ 4+ Google rating from 100+ reviews

DBT Course Syllabus (15 Modules)

Our DBT course in Hyderabad follows a 15-module syllabus that takes you from DBT setup and core concepts to SQL and Jinja, data models, testing, documentation, macros, Git, DBT Cloud, orchestration, deployment and performance optimisation, finishing with real-time projects and case studies.

Module 1: Introduction to DBT

What DBT is and why it is used in data projects, how it helps data teams save time and reduce errors, DBT vs traditional ETL tools, and real-world examples of DBT in use.

Module 2: Getting Started with DBT Setup

Installing and configuring DBT, connecting it to warehouses such as Snowflake, BigQuery or Redshift, understanding the project structure, and running your first DBT command.

Module 3: DBT Core Concepts

Models and how they work, seeds for loading CSV files, snapshots for tracking data changes over time, and sources for connecting DBT to raw tables.

Module 4: SQL for DBT

Writing SQL queries in DBT, making SQL dynamic with Jinja templates, how DBT turns SQL into reusable models, and best practices for clean, readable SQL.

Module 5: Building Data Models

Step-by-step model creation, materialisations (views, tables and incremental), organising models into folders and layers, and building a sales model from raw data.

Module 6: DBT Sources & Documentation

Defining sources, writing project documentation in YAML, auto-generating docs and data lineage graphs, and how documentation improves teamwork.

Module 7: DBT Testing Basics

Why tests matter, unique, not null and accepted values tests, writing custom tests in YAML, and debugging failed tests step by step.

Module 8: Advanced Testing in DBT

Custom test macros, testing relationships between models, data quality checks on large datasets, and CI/CD testing pipelines.

Module 9: DBT Macros & Jinja

Jinja templating in DBT, writing macros to avoid repetition, using packages and reusable functions, and macros from real projects.

Module 10: Version Control with Git & DBT

Why version control matters, connecting DBT projects to GitHub or GitLab, branching and commit best practices, and managing pull requests.

Module 11: DBT Cloud vs DBT Core

The difference between DBT Cloud and DBT Core, DBT Cloud features (scheduler, IDE, hosting), when to use each, and pricing and industry use cases.

Module 12: Scheduling & Orchestration

Scheduling DBT runs automatically, using Airflow or Prefect with DBT, monitoring pipelines for success or failure, and alerts for failed jobs.

Module 13: Deployment & Environments

Setting up development, staging and production, running DBT jobs in each environment, deployment best practices, and moving a project to production.

Module 14: Performance Optimisation

Writing efficient SQL for DBT models, incremental models for speed, reducing data warehouse costs, and monitoring and fixing performance issues.

Module 15: Real-Time Projects & Case Studies

Hands-on projects with real business data, an end-to-end DBT process, and case studies on an e-commerce sales dashboard and customer retention analysis.

Get the full DBT syllabus and fee details on WhatsApp

Send us a message and we will share the complete module list, fee plans, EMI options and the next batch dates. New batches start every week, and a free demo class is available.

DBT Course Roadmap – Beginner to Job-Ready in 1 Month

Our DBT course is split into 4 practical weeks over 1 month, in the classroom or live online, with hands-on practice on real data at every step.

DBT Roadmap - Dbt course in hyderabad - brolly academy

Week 1Basics of DBTWhat DBT is, setting up your first project, a quick SQL refresher (SELECT, JOIN, GROUP BY) and running your first model.

Week 2Working with models & dataStaging, intermediate and final models, Jinja for reusable SQL, sources and seed files, and testing your transformations.

Week 3Testing & documentationUnique, not null and relationship tests, project documentation, snapshots, and macros and packages.

Week 4Real project & career prepA complete pipeline from raw data to clean reports, query optimisation, CI/CD with DBT Cloud or GitHub, resume and interview preparation.

What is DBT and Why Is It Important?

DBT (Data Build Tool) is a SQL-based tool that turns raw data in cloud warehouses such as Snowflake, BigQuery and Redshift into clean, tested and documented models for analysis. Data teams use it to build reliable, automated transformation pipelines that feed dashboards, reports and business decisions, with version control and testing built in.

Simplified modelsConverts raw data into organised models for faster analysis.

SQL-basedModel, test and transform data using the SQL analysts already know.

Automated workflowsRepeatable pipelines that save time and reduce errors.

Data testingValidate datasets so results stay accurate and reliable.

Clear documentationAuto-generated docs and lineage graphs help teams understand the data.

Cloud integrationWorks with Snowflake, BigQuery, Redshift and other cloud warehouses.

Scalable pipelinesHandles large data volumes with incremental models.

Supports analytics teamsProvides clean data for BI tools, dashboards and reports.

Used across industriesFinance, e-commerce, healthcare, marketing and more.

Benefits of the DBT Course in Hyderabad

Choose classroom or live online training at Brolly Academy and get the same experienced trainer, real-time projects and placement support in either mode.

01Learn from an expert trainerStep-by-step learning from a data engineer with real-time DBT experience.

02Master DBT core conceptsModels, macros, seeds, snapshots, tests and version control.

03Work on real projectsEnd-to-end pipelines with DBT on Snowflake, BigQuery and Redshift.

04Get job supportResume building, mock interviews and placement assistance.

05Understand data modellingStar schema, fact and dimension modelling and data warehousing best practices.

06Integrate cloud warehousesConnect DBT with Snowflake, BigQuery, Redshift and Azure Synapse.

07Automate data workflowsAutomate testing, documentation and transformations.

08Version control with GitManage DBT projects with Git for team-based analytics development.

09Learn your wayClassroom or live online, weekday or weekend batches, with EMI options.

Thinking of DBT Training in Hyderabad?

Here is how hands-on training at Brolly Academy compares with a traditional class.

Traditional training✗ Basic theory with very little practice
✗ One-size-fits-all teaching style
✗ Outdated syllabus missing important topics
✗ No placement support after training
✗ Only classroom mode available
✗ No access to recorded content
✗ Limited interview guidance
✗ Expensive fees without flexibility

Meet Your DBT Trainer

INSTRUCTOR

Mr. Arvind Rahul

DBT Developer & Data Engineering Expert · 15+ years in data engineering, cloud integration and analytics

Mr. Arvind Rahul is a DBT developer and data engineering expert with 15+ years of experience in data engineering, cloud integration and analytics. His expertise covers DBT, SQL, Snowflake, Azure Data Factory, Power BI, Tableau, data modelling and ETL pipelines. He has delivered end-to-end data transformation with DBT and Snowflake, modular data models, data warehousing on Azure and AWS, performance optimisation and BI report automation. His classes focus on practical data engineering skills, with hands-on projects that make advanced data workflows simple to understand and apply at work.

Skills You’ll Gain from the DBT Course

Data transformationTurn raw data into clean, structured formats with DBT.

Modern data warehousesUnderstand how warehouses work and why companies use DBT for analytics.

Pipeline buildingBuild automated pipelines that move and process data efficiently.

Data quality testingTest and validate models before anyone uses them.

DocumentationDocument models and workflows for better team collaboration.

Cloud platformsWork with Snowflake, BigQuery and Redshift.

SQL & JinjaWrite dynamic, reusable SQL with Jinja templates and macros.

Problem solvingSolve real-time case study problems through hands-on projects.

Job readinessInterview support for DBT developer, analytics engineer and data engineer roles.

DBT Capstone Projects

You build portfolio-ready projects that copy real industry scenarios, from data integration and transformation to testing and deployment.

Project 1Data transformation pipelineDesign and implement an end-to-end transformation pipeline with DBT.

Project 2Data modelling for analyticsModels that power dashboards in Power BI and Tableau.

Project 3DBT + Snowflake integrationBuild and manage modular data models on Snowflake with DBT.

Project 4ETL workflow automationAutomate transformation and loading with DBT on Snowflake, Redshift and BigQuery.

Project 5Version control & CI/CDGit-based version control and CI/CD pipelines for DBT models.

Project 6Data quality testing & documentationTested data models with built-in documentation for quality and transparency.

Tools you use: DBT Core · DBT Cloud · SQL · Jinja · Snowflake · BigQuery · Redshift · Git & GitHub · Airflow · Tableau · Power BI · Looker · Slack · Trello · Jira

DBT Course Fee & Offerings in Hyderabad

Choose the plan that suits how you learn. Every plan covers SQL, data modelling, transformations, testing and documentation with project work, and the Classroom and Online plans come with easy EMI.

Video Recording₹14,999Was ₹19,999
SQL, data modelling, transformations, testing and documentation
80+ recorded classes
Lifetime video access
1 capstone project
Resume and interview support
Placement assistance
WhatsApp group access

Online Course₹35,000Was ₹40,000
Live interactive classes, flexible timings
1-month program
Daily recorded sessions for revision
Real-time project environment from day 1
Weekly mock interviews
Doubt-clearing sessions
50+ sample resumes
WhatsApp group access

Easy EMI is available on the Classroom and Online plans. Ask about the current batch offer when you book your free demo class.

Placement Program for DBT Training in Hyderabad

Our placement support helps you build job-ready skills and get interviews with IT companies, MNCs and startups hiring for data engineering and analytics roles in Hyderabad and across India.

Resume buildingA DBT-focused resume that highlights SQL, transformation, pipeline and project experience.

Placement trainingFind the right openings, apply strategically and clear company-specific hiring rounds.

Interview question bankDBT, SQL and data engineering interview questions with real-time scenarios.

Internships under expertsHands-on DBT modelling, pipeline automation, testing and analytics case studies.

Real-time projectsEnd-to-end DBT workflows with Snowflake, BigQuery and Redshift.

Aptitude preparationLogical reasoning, problem-solving and technical test practice.

Personality developmentCommunication, data storytelling and presentation skills.

Mock interviewsTechnical (SQL, DBT) and HR rounds with feedback from mentors.

Interview schedulingWe connect you with hiring companies and support you through to an offer.

What Our Students Say About DBT Training in Hyderabad

"Brolly Academy’s DBT Course in Hyderabad was exactly what I needed. The trainers explained every concept clearly and step by step, which made learning DBT workflows easy. The real-time projects gave me hands-on experience with SQL and data transformation. I now feel confident to start my career as a DBT developer."Megha R

"The internship program at Brolly Academy helped me a lot. I got hands-on experience with DBT, SQL, Snowflake and Git. After completing the course, I can confidently build and manage data pipelines, run tests and optimise workflows. This training prepared me well for real-time DBT projects."Shruti P

"Brolly Academy’s flexible learning options made things easier. I attended weekend DBT classes while working and also had access to recorded sessions. The case studies and projects gave me a chance to apply my learning practically. The trainers were very experienced and always ready to clear doubts."Rohit K

"Joining Brolly Academy for DBT training in Hyderabad was the right choice. The trainers explained DBT concepts with business case studies, making them simple to understand. Mock interviews and project reviews helped me prepare for job interviews. The mix of theory and practical training was excellent."Aishwarya N

Student community

Peer learningShare ideas and solve DBT transformation and SQL modelling problems with classmates.

Group projectsTeam projects on pipelines, data model testing and analytics dashboards.

Doubt-solving sessionsStudents help each other, with mentors guiding whenever questions come up.

NetworkingMeet learners from analytics, data engineering and BI backgrounds across Hyderabad.

Discussion forumsOnline groups to ask questions, share notes and exchange DBT resources.

Pre-requisites & Eligibility

Our DBT course in Hyderabad is open to students, freshers and working professionals from IT and non-IT backgrounds. Basic SQL helps because DBT is SQL-based, but the essentials are taught from scratch, and no advanced programming knowledge is needed.

Basic SQL preferredDBT uses SQL for modelling and transformations; a refresher is included.

Data warehousing helpsSnowflake, Redshift or BigQuery knowledge helps, but beginners are guided from scratch.

ETL awarenessKnowing how data is extracted, transformed and loaded is useful and covered in class.

No coding experience requiredDBT focuses on SQL logic and data modelling, not advanced programming.

Students & graduatesComputer science, IT and related-field learners with basic data or SQL knowledge.

Working professionalsDevelopers, analysts and BI professionals moving into data engineering.

Who Should Learn the DBT Course?

Freshers & studentsA strong foundation in data pipelines and transformations.

Software developersUpskill into data engineering, ETL automation and the modern data stack.

Data analysts & engineersImprove the efficiency and accuracy of SQL and ETL work.

Business ownersBuild data-driven systems and analytics workflows for your business.

Career switchers & job seekersMove into DBT developer, analytics engineer or data engineer roles.

Certification aspirantsPrepare for dbt Labs certification exams alongside hands-on practice.

DBT Career Opportunities in Hyderabad

DBT developerBuild and manage transformation pipelines for analytics and reporting.

Data engineerDesign scalable ETL workflows on Snowflake, BigQuery and Redshift.

Analytics engineerBridge data engineering and analytics by modelling data with DBT.

Data analystPrepare clean, analysis-ready datasets for Power BI, Tableau and Looker.

ETL developerAutomate extraction, transformation and loading with DBT and SQL.

BI developerPrepare analytics-ready data for visualisation tools.

SQL developerApply DBT for reusable, version-controlled transformations.

Cloud data engineerDeploy and manage DBT projects on AWS, Azure and Google Cloud.

DataOps engineerKeep pipelines running with version control and CI/CD automation.

DBT developer salary in Hyderabad – 2026

DBT developer₹4–7 LPAFreshers · experienced ₹20 LPA+

Data engineer₹4–8 LPAFreshers · experienced ₹25 LPA+

Analytics engineer₹5–9 LPAFreshers · experienced ₹20 LPA+

DBT Cloud specialist₹4–7 LPAFreshers · experienced ₹18 LPA+

BI developer₹3–6 LPAFreshers · experienced ₹25 LPA+

Hiring companiesWhere students applyGoogle · Microsoft · TCS · Infosys · Wipro · HCLTech · Tech Mahindra · Capgemini · Accenture · Deloitte · IBM · Cognizant

DBT Certification You Will Receive

After completing the course you receive a Brolly Academy DBT course completion certificate that highlights your skills in data transformation, SQL modelling, testing, documentation and DBT workflows. Classroom and online students receive the same certificate, and together with your capstone projects it strengthens your resume for analytics engineer and data engineer roles.

Official DBT certification: the course helps you prepare for the dbt certification exams. These are issued and examined by dbt Labs, and exam fees are separate from the course fee.

Market trends for DBT in Hyderabad

Growing job demandCompanies in Hyderabad and across India are hiring DBT developers and analytics engineers.

Automated transformationBusinesses are moving from manual SQL workflows to automated DBT pipelines.

BI & analyticsDBT is becoming central to dashboards, reporting and analytics projects.

Cloud warehousesDBT integrates easily with Snowflake, BigQuery, Redshift and other platforms.

Startups to enterprisesBoth small startups and large multinationals are adopting DBT.

Skills-based payHands-on DBT skills are valued above traditional SQL-only or ETL-only roles.

DBT Course in Kukatpally, Hyderabad

Our centre is at Metro Pillar No. A689, Dr Atmaram Estates, 3rd Floor, Nizampet X Roads, near JNTU Metro Station, Hyderabad 500072. Students join from Kukatpally, KPHB Colony, JNTU, Nizampet, Miyapur, Hitech City, Madhapur and Ameerpet (a short metro ride). Can’t make it to class? Join the same course live online.

Other relevant courses

SnowflakeCloud data warehousing on Snowflake.

Azure Data FactoryBuild and orchestrate data pipelines on Azure.

Data AnalyticsAnalyse and visualise data for business decisions.

ETL TestingValidate data movement and transformation in ETL pipelines.

Power BIData modelling, DAX and business dashboards.

TableauBuild interactive dashboards and visual reports.

DBT Course in Hyderabad – FAQs

1. What is the fee for the DBT course in Hyderabad?

Brolly Academy offers three plans: Video Recording at ₹14,999 (was ₹19,999), Online Course at ₹35,000 (was ₹40,000) and Classroom Training at ₹40,000 (was ₹55,000). Every plan covers SQL, data modelling, transformations, testing and documentation with project work. Easy EMI is available on the Classroom and Online plans, and a free demo class is offered.

2. How long is the DBT course at Brolly Academy?

The DBT course runs for 1 month. Week 1 covers DBT basics and setup, week 2 models and data, week 3 testing and documentation, and week 4 a complete real project with CI/CD, resume and interview preparation. Weekday and weekend batches are available in the classroom and live online, and new batches start every week.

3. Which is the best DBT training institute in Hyderabad?

Brolly Academy is a strong choice for DBT training in Hyderabad. You learn from Mr. Arvind Rahul, who has 15+ years in data engineering and analytics, follow a 15-module syllabus covering DBT Core, DBT Cloud, testing and orchestration, build six capstone projects, and get resume, mock interview and placement support, in class or online.

4. What is covered in the DBT course syllabus?

The 15-module syllabus covers DBT setup, models, seeds, snapshots and sources, SQL and Jinja, materialisations, documentation and lineage, basic and advanced testing, macros and packages, Git version control, DBT Cloud vs DBT Core, scheduling with Airflow or Prefect, deployment environments, performance optimisation, and real-time projects and case studies.

5. Do I need SQL or coding knowledge to learn DBT?

Basic SQL helps because DBT is SQL-based, but it is not a barrier: the course includes a SQL refresher and teaches the essentials from scratch. No advanced programming is needed, since DBT focuses on SQL logic and data modelling. Knowledge of Snowflake, BigQuery or Redshift helps, but beginners are guided step by step.

6. Can freshers and non-IT professionals learn DBT?

Yes. DBT is beginner-friendly, so freshers, graduates and career switchers from non-IT backgrounds can learn it with basic computer knowledge and a willingness to practise SQL. Freshers in Hyderabad often start as data analysts, junior DBT developers or analytics engineers, and the course adds real projects and interview preparation for your first role.

7. What is the salary of a DBT developer in Hyderabad?

Freshers in DBT developer roles typically start around ₹4–7 LPA, analytics engineers around ₹5–9 LPA and data engineers around ₹4–8 LPA. With experience, DBT developers and analytics engineers can earn ₹20 LPA or more, and experienced data engineers ₹25 LPA or more. Actual pay depends on skills, projects and employer.

8. Does Brolly Academy provide placement support for DBT students?

Yes. Brolly Academy provides placement assistance that includes a DBT-focused resume, LinkedIn optimisation, DBT, SQL and data engineering interview questions, aptitude and personality development, mock technical and HR interviews, and interview scheduling with IT companies, MNCs and startups hiring for data roles. Classroom students also get a dedicated placement officer.

9. Will I get a certificate after the DBT course?

Yes. You receive a Brolly Academy DBT course completion certificate that shows your skills in data transformation, SQL modelling, testing and documentation. The course also helps you prepare for the official dbt certification exams, which are issued and examined by dbt Labs, and their exam fees are separate from the course fee.

10. Is the DBT course available online or only in the classroom?

Both. You can attend classroom training at our centre near JNTU Metro Station in Hyderabad or join live online classes from anywhere. The trainer, syllabus, projects and placement support are the same in both modes, and daily recorded sessions help you revise. A Video Recording plan is also available for self-paced learning.

11. Which tools are covered in the DBT course?

You work with DBT Core and DBT Cloud, SQL, Jinja, Git and GitHub, and the cloud warehouses Snowflake, BigQuery and Redshift. You also use Airflow or Prefect for orchestration, Tableau, Power BI and Looker for reporting, and Slack, Trello and Jira for team collaboration, with hands-on practice throughout.

12. What is the difference between DBT Cloud and DBT Core?

DBT Core is the command-line version you install and run yourself, while DBT Cloud adds a hosted IDE, job scheduler and hosting. Both use the same SQL models, tests and documentation. Our course has a dedicated module comparing them, covering features, when to use each, pricing and industry use cases.

13. Does the DBT course include real-time projects?

Yes. You build six capstone projects: a data transformation pipeline, data models that power Power BI and Tableau dashboards, a DBT and Snowflake integration, ETL workflow automation across Snowflake, Redshift and BigQuery, Git-based CI/CD for DBT models, and data quality testing with documentation. Case studies include e-commerce sales and customer retention.

14. Is DBT a good career choice in 2026?

Yes. DBT is a key tool in the modern data stack, and companies from startups to multinationals are moving manual SQL work into automated DBT pipelines. DBT skills open roles such as analytics engineer, data engineer, BI developer and DataOps engineer, and they also support freelance and remote data transformation projects.

15. Is there a DBT course near me in Kukatpally or JNTU?

Yes. Brolly Academy is at Metro Pillar No. A689, Dr Atmaram Estates, 3rd Floor, Nizampet X Roads, near JNTU Metro Station, Hyderabad 500072. Students join from Kukatpally, KPHB Colony, Nizampet, Miyapur, Hitech City, Madhapur and Ameerpet. If travel is difficult, you can join the same DBT course live online.

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