SnowPro Core Tutorial (Unofficial) (COF-C03): Storage Concepts, AI/ML & App development features

Disclaimer : This course is an independent study guide. It is not affiliated with, sponsored by, or endorsed by Snowflake Inc. All trademarks belong to their respective owners.

Mastering how Snowflake stores data and how it powers modern AI is essential for the SnowPro Core exam. In this video, we break down Domain 1.5 (Storage Concepts) and Domain 1.6 (AI/ML & App Dev) to give you a competitive edge.

🔍 What We Cover:
Storage Foundations: How Micro-partitions and Data Clustering work together to provide lightning-fast query performance without manual indexing.

The 6 Table Types: When to use Permanent, Temporary, and Transient tables, plus modern additions like Apache Iceberg™, External, and Dynamic tables.

View Types: Understanding the security and performance trade-offs between Standard, Materialized, and Secure views.

Snowflake AI & ML (The Future): * Snowflake Cortex: Using AI SQL functions, Cortex Search, and Document AI.

App Dev: Building interactive apps with Streamlit and processing data with Snowpark.

Analysis: Leveraging Snowflake Notebooks and Cortex Analyst for generative insights.

📑 Timestamps:
0:00 - Intro
0:08 - Micro Partitions
6:06 - Table Clustering
14:42 - Snowflake Notebooks
18:06 - Streamlit in Snowflake
20:40 - Snowpark
25:00 - Snowflake Cortex

🔗 Helpful Resources:
Domain 1 PDF : https://github.com/Keshav-Kulkarn/Snowflake_Demo
Official Exam Guide: https://learn.snowflake.com/en/certifications/snowpro-core-c03

TopMate: https://topmate.io/jassingh
LinkedIn: https://www.linkedin.com/in/jaswinder-singh-916973209/

#Snowflake #SnowProCore #DataEngineering #CloudData #AI #MachineLearning #SnowflakeCortex #Streamlit #COFC03 #DataWarehouse

Видео SnowPro Core Tutorial (Unofficial) (COF-C03): Storage Concepts, AI/ML & App development features канала Data-2-Dollars