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Snowflake Data Engineering with AWS, ADF, DBT & Matillion - Nov 2025

This program is designed to build you into a full-stack Data Engineer using Snowflake with multi-cloud workflows. You will learn SQL, Python, Snowflake architecture, Snowpark, DBT, Matillion, and orchestration on both AWS and Azure ADF, along with real-time end-to-end project implementation. The course is fully hands-on and includes industry workflows, best practices, and job interview preparation to make you job-ready.

Course Instructor: Sagar

₹40000.00 ₹50000.00 20% OFF

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Course Overview

This course is designed to help you become a practical and industry-ready Data Engineer with hands-on expertise in Snowflake and multi-cloud data pipelines. You will learn how to design, build, and manage scalable data workflows using SQL, Python, Snowflake, Snowpark, DBT, Matillion, AWS, and Azure ADF. Through guided labs and a real-time project, you will work on end-to-end data ingestion, transformation, orchestration, and deployment pipelines. The program includes best practices, architecture patterns, and interview preparation to help you confidently perform in real-world Data Engineering roles.

Schedule of Classes

Start Date & End Date

Nov 10 2025 - Mar 31 2026

Course Curriculum

1 Subject

Snowflake Data Engineering with AWS, ADF, DBT & Matillion - Nov 2025

18 Exercises51 Learning Materials

SQL

sql installation

PDF

SQL intro

PDF

DQL and Aggregation

PDF

MYSQL DDL DML DQL DCL TCL commands

PDF

Constraints

PDF

Case statement

PDF

Subquries

PDF

Sets class coding scripts

Joins notes

PDF

Windows and cte notes

PDF

Windows frame clause

ZIP

String functions notes

PDF

date function notes

PDF

Pl sql scripts

ZIP

SQL_dataset

Orders data and cars data for assignment

ZIP

apple_sales

ZIP

netflix Database Project

cars 24 DQL and aggregation

Assignment

netflix scripts

ZIP

Case statement

Assignment

Subquires

Assignment

Sets Assignment

Assignment

Joins Practice part 1

Joins Netflix assignment

Assignment

All table join

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Netflix complex join

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Windows assignment

Assignment

Cte assignment

Assignment

SQL company based questions

1_flipkart

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2_tcs

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3_infosys

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4_wipro

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5_tcs_highest_salary

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6_uber

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6_tiger_analytics

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8_PWC

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9_deliotte

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10_EY_emplyees

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11_KPMG_employees

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12_PWC

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13_tredence_sales

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14_Public_spaient_sales_analyis

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Altermatrix

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16_IBM

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python

variables

PDF

String datatype

PDF

operators in python

PDF

list in python

PDF

Conditional statement in python

PDF

flow statement

PDF

tuple

PDF

set

PDF

functions notes

PDF

list comphersion

PDF

other in built functions

PDF

lambda zip map filter

PDF

Packages and modules

ZIP

pandas dataset

ZIP

python assignment

1_python_loops and If condition

Assignment

Python assignment 2 for loops and range

Assignment

Dictionary assignment

Assignment

String Question

Assignment

List Assignment

Assignment

loops and conditional statement

Assignment

Exception block 1

Assignment

exception handling 2

Assignment

Other functions

Assignment

Dict

Assignment

Snowflake

Snowflake account creation

DOC

Snowflake Assignment

Snowflake assignment time travel

Assignment

Course Instructor

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Sagar

6 Courses   •   618 Students

Sagar is a seasoned Data Engineer with over 8 years of experience in designing, developing, and optimizing cloud-based data solutions. His expertise spans across Snowflake, Azure, AWS, and Matillion, enabling businesses to build efficient, scalable, and high-performance data pipelines.


With a deep understanding of data warehousing, ETL workflows, and cloud data engineering, Sagar has successfully led multiple end-to-end data migration and transformation projects across industries. His passion for data-driven solutions and hands-on experience with modern cloud technologies make him an invaluable mentor and instructor.


🔹 Key Expertise:

✔ Snowflake – Data warehousing, Snowpark, performance tuning

✔ Azure & AWS – Cloud data solutions, storage, and compute optimization

✔ Matillion & DBT – ETL/ELT pipeline development, orchestration, and automation

✔ Python & SQL – Data transformation, scripting, and process automation


Sagar's real-world experience and ability to simplify complex data concepts make him an ideal mentor for aspiring data engineers.