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

Course Instructor: Sagar

₹35000.00 ₹40000.00 13% OFF

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Course Overview

Multicloud Snowflake Data Engineering:

This hands-on program teaches you to design, build, and operate modern ELT pipelines on Snowflake across AWS, Azure, and GCP.

You’ll ingest data from S3/ADLS/GCS into Snowflake using internal/external stages, COPY, and Snowpipe for near-real-time loads; implement CDC with Streams & Tasks; and model analytics-ready layers (Bronze/Silver/Gold) with star schemas and SCD-2.

Orchestrate end-to-end workflows with Azure Data Factory (ADF), build tested and documented transformations in dbt (tests, snapshots, docs, CI/CD), and design visual, parameterized pipelines in Matillion. Production topics—RBAC, masking and row access policies, query performance, warehouse sizing, cost governance, monitoring, and runbooks—are woven into every module.

Capstone projects simulate real enterprise scenarios and showcase multicloud patterns such as cross-cloud ingestion and environment promotion. By the end, you’ll be able to ship secure, observable, and cost-efficient Snowflake pipelines that run reliably across clouds.

Schedule of Classes

Start Date & End Date

Aug 18 2025 - Dec 31 2025

Total Classes

91 Classes

Course Curriculum

1 Subject

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

8 Exercises • 113 Learning Materials

Course Content

Multicloud Snowflake Data Engineering

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Snowfalke_data_engineer_demo

External Link
FREE

Dashboard_SQL_Companywise_interview_QnA_section

Product_analysis_sql_flipkart_question

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TCS_temperature_analysis

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Infosys_atleast_2_orders

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Wipro_customer_order

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TCS_highest_salary

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Uber_cancel_riders

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6_tiger_analytics

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7_PWC_most_votes

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Deliotte_question

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EY_SQL

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KPMG_Employee_deaprtment

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PWC_max_hours_aday

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Tredence_sales_analysis

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Public_spaient_sales

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Altematix_Quater_sales

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IBM_sales

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PWC_top2_marks

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CTS_find_emp_id

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Tweet_analysis

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Blinkit

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Amazon

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Flipkart

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Amazon_return_analysis

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Zomato

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Asia_cup_jio

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Amazon_sales

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HDFC_bank

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KPMG_moving_avgs

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Triger_analytics

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walmart

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Airtel

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Google

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IBM

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Google

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J.P Morgon

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Walmart

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Apple

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Zepto

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PWC

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Delolite

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KPMG

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EY

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KPMG

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KPMG

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EY

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SQL

Installation_steps

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Inro_to_SQL

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MYSQL_DDL_DML_DCL_TCL_DQL

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MY_SQL- Constraints

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DQL and Aggregate Functions

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Case_statement

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Subquries_notes

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Sets in SQL

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Joins

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Windows_function_framecause

ZIP

Windows_CTE_other_functions

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Date_functions

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String_functions

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Store_proc_spricts_simple

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Store_proc_dynamic_Triggers

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SQL_dataset

DQL_datasets

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Apple_sales

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netflix Database Project and assignment

Netflix_database_scripts

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Cars24_DQL_Aggregate_assignment

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Case_statement

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Subquires

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Sets_assginment

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Joins_aggregation

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Employee_question

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Joins_assignment

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Netflix_multiple_table_join

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Assignment_complex_Multiple_join

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Windows_netflix

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CTE_netflix_assginment

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Python

Python_VS_Code_Jupyter_notebook_Installation_steps

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Python_week1_class_code

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1_python_variables

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2_Python_string

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3_operators

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4_conditional_statement

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Python_loops_class_code

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Loop_set_tuple

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Python_loops

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Python_tuple

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Python_set

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dict_class_code

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Dict_and_function_class_code

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Dict_in_python

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Funxtions_in_python

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List_comphersion_in_python

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Map. Lambda, Zip, filter, reduce in python class code

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Other_functions_notes

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Packages and Modules

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Pandas_dataset_files

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Pandas_class_code

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Exception_handling_and_regualar_exoression

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python_coding_assignment

Calculator

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Palindrome

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Python_loops

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Python_loop2

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loops3

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Loops_with_range

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variable_length_arguments

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Keyword_arguments

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Dict_loops_problem

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Functions_coding_part1

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Functions_coding_part2

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Functions_coding_part3

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Error_handling Ecommerce

Exception_handling2

Python_widely_asked_interview_coding_question

String_coding_question

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List_coding_question

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Dict_coding_question

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Loops_and_conditional_statement

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Other_inbuild_functions

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Snowflake

Create Snowflake Account

DOC

Time_travel_retention_period

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Snowflake Assignment

Time_travel_assignment

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Temp_transisent_standard_tables

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Course Instructor

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Sagar

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.