Data-2-Dollars

@UCrDB98qt7fKxhSikJTorC7A - 624 subscribers

Welcome to my channel! My mission is to simplify the complex world of Data Engineering and help you build a future-ready career. Whether you are a student starting from scratch or a professional aiming for your next big certification, you'll find everything you need here. What we cover: Modern Data Stack: Deep dives into Snowflake, Databricks, and dbt. Foundations: Mastery in SQL, Python, and Data Warehousing principles. Certification Prep: Step-by-step tutorials and practice questions for industry-leading exams. Real-World Projects: Moving beyond theory to build actual data pipelines. Subscribe to stay updated with the latest trends and tutorials in the data world. Let's turn data into insights, together! Telegram : t.me/Data_2_Dollar TopMate: topmate.io/jassingh LinkedIn: www.linkedin.com/in/jaswinder-singh-916973209/ ~Jas

Home Videos Live Playlists

Airflow Tutorial for Beginners | Airflow 3.0 Masterclass (2026) | Build a Production Data Pipeline!

Airflow Tutorial for Beginners | Airflow 3.0 Masterclass (2026) | Build a Production Data Pipeline! Data-2-Dollars

58 views - 9 hours ago

Databricks LakeFlow & Spark Declarative Pipelines (SDP) Tutorial | Complete End-to-End Course

Databricks LakeFlow & Spark Declarative Pipelines (SDP) Tutorial | Complete End-to-End Course Data-2-Dollars

272 views - 1 week ago

PySpark Full Course In 2.5 Hrs | PySpark Tutorial for Beginners & Interview Preparation Masterclass

PySpark Full Course In 2.5 Hrs | PySpark Tutorial for Beginners & Interview Preparation Masterclass Data-2-Dollars

264 views - 1 week ago

Apache Spark 4.1 Masterclass:Zero to Databricks Certified Spark Developer |Interview Blueprint(2026)

Apache Spark 4.1 Masterclass:Zero to Databricks Certified Spark Developer |Interview Blueprint(2026) Data-2-Dollars

1.2K views - 1 week ago

Complete Course on SNOWPRO ADVANCED: ARCHITECT | ARA-C01 | (UnOfficial) Architect Exam Tutorial

Complete Course on SNOWPRO ADVANCED: ARCHITECT | ARA-C01 | (UnOfficial) Architect Exam Tutorial Data-2-Dollars

313 views - 2 weeks ago

Resource Monitors | Alerts & Notifications | Logging & Tracing in Snowflake | SnowPro Advanced Exam

Resource Monitors | Alerts & Notifications | Logging & Tracing in Snowflake | SnowPro Advanced Exam Data-2-Dollars

20 views - 4 weeks ago

Scaling Policies | Scale-in/out/up/down | Auto Suspend/Resume | Micro Partition Pruning | Clustering

Scaling Policies | Scale-in/out/up/down | Auto Suspend/Resume | Micro Partition Pruning | Clustering Data-2-Dollars

5 views - 4 weeks ago

Cache & its Types | Metadata Cache | Query Result Cache | Virtual Warehouse Cache | SnowPro Advanced

Cache & its Types | Metadata Cache | Query Result Cache | Virtual Warehouse Cache | SnowPro Advanced Data-2-Dollars

21 views - 4 weeks ago

Query Acceleration Service & Search Optimization Service in Snowflake | SnowPro Advanced: Architect

Query Acceleration Service & Search Optimization Service in Snowflake | SnowPro Advanced: Architect Data-2-Dollars

29 views - 4 weeks ago

Bytes Spilled to Storage | Inefficient Pruning | Exploding Join | Warehouse Queuing | Account Usage

Bytes Spilled to Storage | Inefficient Pruning | Exploding Join | Warehouse Queuing | Account Usage Data-2-Dollars

12 views - 4 weeks ago

Understanding : Query Profile and Query Insights | How to use Query Profile for Performance Analysis Data-2-Dollars

52 views - 4 weeks ago

In Detailed : External Functions [Hands-On] | Secure Functions and its uses | SnowPro Advanced Exam

In Detailed : External Functions [Hands-On] | Secure Functions and its uses | SnowPro Advanced Exam Data-2-Dollars

4 views - 4 weeks ago

Querying Structured , Semi Structured and UnStructured Data within Snowflake [Hands-On] | ARA-C01

Querying Structured , Semi Structured and UnStructured Data within Snowflake [Hands-On] | ARA-C01 Data-2-Dollars

9 views - 4 weeks ago

Working with Snow SQL , Snowflake CLI & Snowpark [Hands-On] | SnowPro Advanced: Architect Exam

Working with Snow SQL , Snowflake CLI & Snowpark [Hands-On] | SnowPro Advanced: Architect Exam Data-2-Dollars

5 views - 4 weeks ago

Connectors in Snowflake | JDBC/ODBC Drivers | API Endpoints in Snowflake EcoSystems Explained

Connectors in Snowflake | JDBC/ODBC Drivers | API Endpoints in Snowflake EcoSystems Explained Data-2-Dollars

20 views - 4 weeks ago

Detailed : COPY INTO & COPY Options | Error Handling Options | SnowPro Advanced: Architect | ARA-C01

Detailed : COPY INTO & COPY Options | Error Handling Options | SnowPro Advanced: Architect | ARA-C01 Data-2-Dollars

8 views - 4 weeks ago

Data Sources , changes & its Types | Data Unloading | Change Data Capture (CDC) in Snowflake

Data Sources , changes & its Types | Data Unloading | Change Data Capture (CDC) in Snowflake Data-2-Dollars

13 views - 4 weeks ago

Overview : Reload Process | How Incremental updates works in Snowflake Environment

Overview : Reload Process | How Incremental updates works in Snowflake Environment Data-2-Dollars

4 weeks ago

Schema Detection and Schema Evolution | Implementations & Use Cases for SnowPro Advanced: Architect

Schema Detection and Schema Evolution | Implementations & Use Cases for SnowPro Advanced: Architect Data-2-Dollars

8 views - 4 weeks ago

Detailed Snowpipe and Snowpipe Streaming [Hands-On] | Difference b/w Snowpipe and Snowpipe Streaming

Detailed Snowpipe and Snowpipe Streaming [Hands-On] | Difference b/w Snowpipe and Snowpipe Streaming Data-2-Dollars

4 views - 4 weeks ago

Outline:Data at Rest | Data In Motion | External sources & Formats | OLTP/RDBMS Sources| API Sources

Outline:Data at Rest | Data In Motion | External sources & Formats | OLTP/RDBMS Sources| API Sources Data-2-Dollars

4 weeks ago

Cloning, FailSafe ,Replication and Failover in Snowflake | SnowPro Advanced : Scenarios

Cloning, FailSafe ,Replication and Failover in Snowflake | SnowPro Advanced : Scenarios Data-2-Dollars

8 views - 4 weeks ago

Query Performance Impact and Data Corruption Impact for SnowPro Architect Exam | ARA-C01

Query Performance Impact and Data Corruption Impact for SnowPro Architect Exam | ARA-C01 Data-2-Dollars

4 views - 4 weeks ago

Time Travel in Snowflake , its implementations and Use Cases [Hands-On] |SnowPro Advanced: Architect

Time Travel in Snowflake , its implementations and Use Cases [Hands-On] |SnowPro Advanced: Architect Data-2-Dollars

2 views - 4 weeks ago

In Detailed Streams and Tasks in Snowflake with Hands-On! for SnowPro Advanced: Architect Exam

In Detailed Streams and Tasks in Snowflake with Hands-On! for SnowPro Advanced: Architect Exam Data-2-Dollars

6 views - 4 weeks ago

Views & its Types | Stored Procedures | User Defined Functions (UDF's) | File Formats in Snowflake

Views & its Types | Stored Procedures | User Defined Functions (UDF's) | File Formats in Snowflake Data-2-Dollars

6 views - 4 weeks ago

Tables in Snowflake [Hands-On] | Permanent-To-Icerberg all the tables | SnowPro Advanced: Architect

Tables in Snowflake [Hands-On] | Permanent-To-Icerberg all the tables | SnowPro Advanced: Architect Data-2-Dollars

7 views - 4 weeks ago

Stages & its Types | Schemas in Snowflake | Stages for SnowPro Advanced: Architect Exam

Stages & its Types | Schemas in Snowflake | Stages for SnowPro Advanced: Architect Exam Data-2-Dollars

3 views - 4 weeks ago

Object Hierarchy & Types | Snowflake ACCOUNTS | Organization & Account Objects in Snowflake

Object Hierarchy & Types | Snowflake ACCOUNTS | Organization & Account Objects in Snowflake Data-2-Dollars

12 views - 4 weeks ago

Virtual Warehouses in Snowflake | Gen 1 vs. Gen2 warehouses | SnowPark Optimized Warehouses

Virtual Warehouses in Snowflake | Gen 1 vs. Gen2 warehouses | SnowPark Optimized Warehouses Data-2-Dollars

4 weeks ago

SnowPark Container Services | Snowflake ML Functions| Cortex LLM Functions | Streamlit | Native Apps

SnowPark Container Services | Snowflake ML Functions| Cortex LLM Functions | Streamlit | Native Apps Data-2-Dollars

8 views - 4 weeks ago

API Integration, GIT Integration and Rollback Process in Snowflake for SnowPro Advanced: Architect

API Integration, GIT Integration and Rollback Process in Snowflake for SnowPro Advanced: Architect Data-2-Dollars

5 views - 4 weeks ago

Architecture Solutions & DataOps Principles Explained | Storage Directory Structures & Snowflake ETL

Architecture Solutions & DataOps Principles Explained | Storage Directory Structures & Snowflake ETL Data-2-Dollars

9 views - 4 weeks ago

Understanding Data Clean Rooms, Marketplace and Data Exchange in Snowflake | SnowPro Advanced

Understanding Data Clean Rooms, Marketplace and Data Exchange in Snowflake | SnowPro Advanced Data-2-Dollars

9 views - 4 weeks ago

Data Sharing in Snowflake : Same Org, Cross-Cloud, Cross-Region & Non-Snowflake Users [Hands-On]

Data Sharing in Snowflake : Same Org, Cross-Cloud, Cross-Region & Non-Snowflake Users [Hands-On] Data-2-Dollars

28 views - 4 weeks ago

What is Data Vault | Outlining Star & Snowflake Schema | Use of key/column Constraints in Snowflake

What is Data Vault | Outlining Star & Snowflake Schema | Use of key/column Constraints in Snowflake Data-2-Dollars

10 views - 4 weeks ago

Understanding : Authentication Policies, Authentication and Security Integration for Architect Exam

Understanding : Authentication Policies, Authentication and Security Integration for Architect Exam Data-2-Dollars

6 views - 4 weeks ago

Users, Roles and Grants Provisioning in Snowflake for ARA-C01 | Snowpro Advanced Architect

Users, Roles and Grants Provisioning in Snowflake for ARA-C01 | Snowpro Advanced Architect Data-2-Dollars

4 weeks ago

Access Control Privileges and Private Connectivity Expalined | Advanced Architect (ARA-C01)

Access Control Privileges and Private Connectivity Expalined | Advanced Architect (ARA-C01) Data-2-Dollars

3 views - 4 weeks ago

Understanding: Encryption Key Management, External Access with Hands-on for Advanced Architect

Understanding: Encryption Key Management, External Access with Hands-on for Advanced Architect Data-2-Dollars

5 views - 4 weeks ago

Detailed: Network Rules and Network Policies in Snowflake[with Hands-On] for Advanced Architect Exam

Detailed: Network Rules and Network Policies in Snowflake[with Hands-On] for Advanced Architect Exam Data-2-Dollars

14 views - 4 weeks ago

Security & Compliance: Object Tagging , Data Lineage and Compliance & Features for Architect Exam

Security & Compliance: Object Tagging , Data Lineage and Compliance & Features for Architect Exam Data-2-Dollars

3 views - 4 weeks ago

Deep Diving into Aggregation Policies and Projection Policies for Snowflake Architect Exam[Hands-On]

Deep Diving into Aggregation Policies and Projection Policies for Snowflake Architect Exam[Hands-On] Data-2-Dollars

3 views - 4 weeks ago

Row Level Security and Column level Security in Snowflake |Advanced Data Governance and Data Masking

Row Level Security and Column level Security in Snowflake |Advanced Data Governance and Data Masking Data-2-Dollars

14 views - 4 weeks ago

Secure Views Explained | What are Secure Views ,Features and Hands On! | Advanced Architect Tutorial

Secure Views Explained | What are Secure Views ,Features and Hands On! | Advanced Architect Tutorial Data-2-Dollars

4 views - 4 weeks ago

Detailed Storage Integration in Snowflake | Snowflake Storage Integration for Advanced Architect

Detailed Storage Integration in Snowflake | Snowflake Storage Integration for Advanced Architect Data-2-Dollars

7 views - 4 weeks ago

Privilege Inheritance and Database Roles for SnowPro Advanced Architect Exam | ARA-C01

Privilege Inheritance and Database Roles for SnowPro Advanced Architect Exam | ARA-C01 Data-2-Dollars

36 views - 1 month ago

Secondary Roles in Snowflake | Functional roles | Access roles for Advanced Architect | ARA-C01 Exam

Secondary Roles in Snowflake | Functional roles | Access roles for Advanced Architect | ARA-C01 Exam Data-2-Dollars

15 views - 1 month ago

System-Defined Roles | Securable Object Hierarchy | Access Control Framework | Advanced Architect

System-Defined Roles | Securable Object Hierarchy | Access Control Framework | Advanced Architect Data-2-Dollars

33 views - 1 month ago

Account Strategy Masterclass | Designing Multi-Account Architectures | SnowPRO Advanced: Architect

Account Strategy Masterclass | Designing Multi-Account Architectures | SnowPRO Advanced: Architect Data-2-Dollars

36 views - 1 month ago

Parameters, Parameter hierarchy & relationship between Parameter Types | SnowPRO Advanced: Architect

Parameters, Parameter hierarchy & relationship between Parameter Types | SnowPRO Advanced: Architect Data-2-Dollars

144 views - 1 month ago

dbt Cloud Docs Tutorial: How to Auto-Generate Data Dictionaries | Implementing dbt Documentation

dbt Cloud Docs Tutorial: How to Auto-Generate Data Dictionaries | Implementing dbt Documentation Data-2-Dollars

56 views - 2 months ago

End-to-End dbt + Snowflake: Profitability, Macros, and Automated Testing | Build a Complete Pipeline

End-to-End dbt + Snowflake: Profitability, Macros, and Automated Testing | Build a Complete Pipeline Data-2-Dollars

82 views - 2 months ago

dbt Cloud Defer Tutorial: Referencing Production Data in Dev | Link Dev to Prod Effortlessly

dbt Cloud Defer Tutorial: Referencing Production Data in Dev | Link Dev to Prod Effortlessly Data-2-Dollars

33 views - 2 months ago

dbt Cloud Analyses Tutorial: Writing & Compiling Ad-Hoc SQL | Mastering dbt Analyses

dbt Cloud Analyses Tutorial: Writing & Compiling Ad-Hoc SQL | Mastering dbt Analyses Data-2-Dollars

34 views - 2 months ago

DBT Exposures: How to Use dbt Exposures to Track Downstream Dependencies

DBT Exposures: How to Use dbt Exposures to Track Downstream Dependencies Data-2-Dollars

31 views - 2 months ago

dbt Hooks Tutorial: Implementing Pre and Post Hooks on Snowflake | Mastering Pre-Hooks & Post-Hooks

dbt Hooks Tutorial: Implementing Pre and Post Hooks on Snowflake | Mastering Pre-Hooks & Post-Hooks Data-2-Dollars

33 views - 2 months ago

dbt Snapshots Tutorial: Implementing SCD Type 2 on Snowflake | Mastering dbt Snapshots

dbt Snapshots Tutorial: Implementing SCD Type 2 on Snowflake | Mastering dbt Snapshots Data-2-Dollars

43 views - 2 months ago

dbt Macros Masterclass: Build Your Own Reusable SQL Functions | Creating, Using, and Best Practices

dbt Macros Masterclass: Build Your Own Reusable SQL Functions | Creating, Using, and Best Practices Data-2-Dollars

69 views - 2 months ago

dbt Cloud Jinja Tutorial: Loops, Conditionals, and hands-On Examples | Make Your SQL Reusable

dbt Cloud Jinja Tutorial: Loops, Conditionals, and hands-On Examples | Make Your SQL Reusable Data-2-Dollars

48 views - 2 months ago