SNOWFLAKE WITH DBT

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The Snowflake with dbt Syllabus focuses on modern cloud data engineering and analytics using Snowflake and dbt (Data Build Tool). It covers data modeling, SQL transformations, ELT workflows, testing, documentation, automation, and analytics engineering practices in cloud data platforms. This training explains how organizations build scalable, reliable, and well-structured data pipelines for reporting and business intelligence. It is important because modern enterprises rely on cloud-based analytics and automated data transformation for faster decision-making and efficient data management. It is ideal for data engineers, analytics engineers, BI developers, SQL professionals, and cloud data specialists working on modern data warehouse solutions.

🎯 Mode: Theory + Hands-on Labs + Real-Time Data Project
Duration of Training : 40–50 Hours
Batch type : Weekdays/Weekends
Mode of Training : Classroom/Online/Corporate Training
Detailed Syllabus • Hands-on Labs • Assignments • Support-Focused • Implementation

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Overview

The Syllabus

Curriculum Designed by Experts

Snowflake with DBT Training Syllabus designed for:

• Data Engineers
• BI Developers
• Analytics Engineers
• Cloud Data Professionals
• ETL Developers transitioning to ELT
This program focuses on modern data stack architecture (Snowflake + dbt + Cloud +
CI/CD).

Module 1: Data Warehousing Fundamentals (5 Hours)

• OLTP vs OLAP
• Data Warehouse Architecture
• ETL vs ELT
• Star & Snowflake Schema
• Slowly Changing Dimensions (SCD)
• Data Lake vs Data Warehouse

Module 2: Introduction to Snowflake (6 Hours)

Overview of Snowflake
• Snowflake Architecture
o Storage Layer
o Compute Layer
o Cloud Services Layer
• Virtual Warehouses
• Pricing & Cost Optimization
• Multi-cluster Warehouses
Hands-on Lab:
• Create database, schema, tables
• Load data using COPY INTO
• Manage warehouses

Module 3: Snowflake SQL & Data Modeling (8 Hours)

• Advanced SQL
• Window Functions
• CTEs
• Semi-structured Data (JSON, VARIANT)
• Streams & Tasks
• Time Travel & Zero Copy Cloning
• Secure Data Sharing
Lab:
• Build Sales Data Warehouse
• Implement SCD Type 1 & 2
• Query JSON data

Module 4: Data Loading & Integration (5 Hours)

• Snowpipe
• Bulk Loading
• External Stages (S3/Azure/GCS)
• File formats
• Performance tuning
Lab:
• Load data from cloud storage
• Automate ingestion

Module 5: Introduction to DBT (6 Hours)

Overview of dbt
• dbt Architecture
• dbt Core vs dbt Cloud
• Installation & Setup
• Profiles & Targets
• Project Structure
Lab:
• Setup dbt with Snowflake
• Configure environment

Module 6: DBT Modeling & Transformations (8 Hours)

• Models
• Materializations (View, Table, Incremental)
• Jinja & Macros
• Sources & Seeds
• Tests (Generic & Custom)
• Documentation
Lab:
• Build ELT pipeline
• Create incremental models
• Implement tests

Module 7: Advanced dbt Concepts (6 Hours)

• Snapshots
• Packages
• Refactoring & Modularization
• Performance optimization
• Data lineage
• Deployment environments
Lab:
• Build production-ready model
• Implement snapshots

Module 8: Orchestration & CI/CD (5 Hours)

• Git integration
• CI/CD pipeline setup
• Job scheduling
• Environment promotion (Dev → QA → Prod)
• Monitoring dbt jobs

Module 9: Security & Governance (4 Hours)

• Role-based access in Snowflake
• Row-level & Column-level security
• Data masking
• Secure Views
• Auditing & compliance

Module 10: Performance & Cost Optimization (3 Hours)

• Query optimization
• Warehouse sizing
• Auto suspend/resume
• Clustering keys
• Monitoring query history

Capstone Project (10 Hours)

End-to-End Modern Data Pipeline
Build a complete pipeline:
• Ingest data into Snowflake
• Transform using dbt
• Implement incremental loading
• Apply security controls
• Create documentation
• Deploy using CI/CD

🎯 Deliverables

• End-to-End ELT Project
• 100+ Interview Questions
• Resume Template for Data Engineer / Analytics Engineer
• 5 Real-Time Case Studies
• Mock Interviews

💼 Job Roles After Course

• Snowflake Data Engineer
• Analytics Engineer (dbt)
• Cloud Data Engineer
• BI Developer
• ELT Developer

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Why Radical Technologies

Live Online Training

Highly practical oriented training

Installation of Software On your System

24/7 Email and Phone Support

100% Placement Assistance until you get placed

Global Certification Preparation

Trainer Student Interactive Portal

Assignments and Projects Guided by Mentors

And Many More Features

Course completion certificate and Global Certifications are part of our all Master Program

Live Classroom Training

Weekend / Weekdays / Morning / Evening Batches

80:20 Practical and Theory Ratio

Real-life Case Studies

Easy Coverup if you missed any sessions

PSI | Kryterion | Redhat Test Centers

Life Time Video Classroom Access ( coming soon )

Resume Preparations and Mock Interviews

And Many More Features

Course completion certificate and Global Certifications are part of our all Master Program

Self Paced Training

Self Paced Learning

Learn 300+ Courses at Your Own Time

50000+ Satisfied Learners

Course Completion Certificate

Practical Labs Available

Mentor Support Available

Doubt Clearing Session Available

Attend Our Virtual Job Fair

10% Discounted Global Certification

Course completion certificate and Global Certifications are part of our all Master Program

Like the Curriculum ? Let's Get Started

Global Certification

Radical Technologies is the leading IT certification institute in Kochi, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.

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career services

Job Assistance
Interview Preparation
Profile Buliding

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.

At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.

At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.

Radical Learning Eco-System

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Cloud SandBox

Hands - on Cloud Lab

Developer Coding Ground

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Snowflake With DBT Course Certification With Training In Kochi

Q: Module 2: Introduction to Snowflake (6 Hours)

Overview of Snowflake • Snowflake Architecture o Storage Layer o Compute Layer o Cloud Services Layer • Virtual Warehouses • Pricing & Cost Optimization • Multi-cluster Warehouses Hands-on Lab: • Create database, schema, tables • Load data using COPY INTO • Manage warehouses

Q: Module 5: Introduction to DBT (6 Hours)

Overview of dbt • dbt Architecture • dbt Core vs dbt Cloud • Installation & Setup • Profiles & Targets • Project Structure Lab: • Setup dbt with Snowflake • Configure environment

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