Curriculum
7 Sections
59 Lessons
60 Hours
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Introduction to Snowflake & Cloud Data Warehousing
9
1.1
1.1 Introduction to Cloud Data Warehousing & Snowflake Architecture
1.2
1.2 Study Materials & Task
1.3
1.3 Setting Up Snowflake Account & Interface Overview
1.4
1.4 Study Materials & Task
1.5
1.5 Snowflake Editions & Key Features
1.6
1.6 Study Materials & Task
1.7
1.7 Understanding Virtual Warehouses & Compute Model
1.8
1.8 Study Materials & Task
1.9
1: Snowflake Basics
0 Questions
Snowflake Data Loading & Storage
11
2.1
2.1 Introduction to Data Loading in Snowflake
2.2
2.2 Study Materials & Task
2.3
2.3 File Formats: CSV, JSON, Parquet
2.4
2.4 Study Materials & Task
2.5
2.5 Internal & External Stages
2.6
2.6 Study Materials & Task
2.7
2.7 COPY Command & Bulk Loading
2.8
2.8 Study Materials & Task
2.9
2.9 Data Unloading from Snowflake
2.10
2.10 Study Materials & Task
2.11
2: Data Loading & Storage
0 Questions
Snowflake Database Objects & SQL Development
11
3.1
3.1 Working with Databases, Schemas & Tables
3.2
3.2 Study Materials & Task
3.3
3.3 Views, Materialized Views & Temporary Tables
3.4
3.4 Study Materials & Task
3.5
3.5 Snowflake SQL Essentials
3.6
3.6 Study Materials & Task
3.7
3.7 Stored Procedures & Functions
3.8
3.8 Study Materials & Task
3.9
3.9 Streams & Tasks for Data Pipelines
3.10
3.10 Study Materials & Task
3.11
3: Snowflake SQL Development
0 Questions
Performance Tuning & Optimization
9
4.1
4.1 Query Profiling & Execution Plans
4.2
4.2 Study Materials & Task
4.3
4.3 Caching in Snowflake
4.4
4.4 Study Materials & Task
4.5
4.5 Clustering & Micro-Partitions
4.6
4.6 Study Materials & Task
4.7
4.7 Best Practices for Query Optimization
4.8
4.8 Study Materials & Task
4.9
4: Performance Optimization
0 Questions
Data Sharing, Security & Governance
9
5.1
5.1 Secure Data Sharing in Snowflake
5.2
5.2 Study Materials & Task
5.3
5.3 Access Control & Role-Based Security
5.4
5.4 Study Materials & Task
5.5
5.5 Data Encryption & Masking
5.6
5.6 Study Materials & Task
5.7
5.7 Compliance & Governance Features
5.8
5.8 Study Materials & Task
5.9
5: Data Security & Governance
Snowflake Integrations & Advanced Features
11
6.1
6.1 Snowflake with ETL/ELT Tools
6.2
6.2 Study Materials & Task
6.3
6.3 Snowflake with BI Tools
6.4
6.4 Study Materials & Task
6.5
6.5 Snowflake with Cloud Platforms
6.6
6.6 Study Materials & Task
6.7
6.7 Snowpipe for Continuous Data Loading
6.8
6.8 Study Materials & Task
6.9
6.9 Snowflake Marketplace & Data Exchange
6.10
6.10 Study Materials & Task
6.11
6: Snowflake Integrations
0 Questions
Capstone Project & Portfolio Building
4
7.1
7.1 End-to-End Snowflake Data Engineering Project
7.2
7.2 Study Materials & Task
7.3
7.3 Deploying Data Pipelines in Snowflake
7.4
7.4 Study Materials & Task
Snowflake Data Engineer Course
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