#Snowflake Data Analyst

Snowflake Data Analyst refers to using the Snowflake Data Cloud platform for business intelligence and advanced analytics. It enables seamless integration with top BI tools like Power BI, Tableau, and Looker for real-time data reporting. BI professionals use it for building dashboards, KPIs, and interactive reports from massive datasets. Mastering Snowflake BI leads to roles like BI Developer, Data Analyst, and Snowflake Reporting Specialist.

✅ Snowflake SQL for Analysis
✅ Time Travel & Data Sharing
✅ Data Warehousing Queries
✅ Integration with Tableau/Power BI
✅ Role-Based Access for Analysts
✅ Semi-Structured Data (JSON/XML)
✅ Query Optimization Techniques
✅ End-to-End Analytics Project
✅ Resume & Portfolio Preparation
✅ 1:1 Mentorship & Interview Prep

Snowflake Data Analyst
Training Course Contents:

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Module 1 : Microsoft SQL (TSQL)

Ch 1: SQL SERVER INTRODUCTION

Database Introduction
Types of Databases
Need for & ETL, DWH
BI Implementations
SQL Server Advantages
Version, Editions of MSSQL
Data Analyst Job Roles

Ch 2: SQL SERVER INSTALLATIONS

SQL Server 2019, 2017
SSMS Tools Installation
Database Engine (OLTP)
SCM, Configuration Tools
Instance Types, Uses
Authentication Modes
Collation, File Stream

Ch 3: SQL BASICS – 1

Need for Databases, Tables
Need for SQL Commands
DDL, DML & DQL Statements
Database Creation @ GUI
Data Operations @ GUI
Session ID, SQL Context
DB, Tables, Data @ SQL

Ch 4: SQL BASICS – 2

DDL Variants in MSSQL
DML Variants in MSSQL
INSERT & INSERT INTO
SELECT & SELECT INTO
Basic Operators in SQL
Special Operators in MSSQL
ALTER, ADD, TRUNCATE, DROP

Ch 5: Data Imports, Schemas

Data Imports with Excel
ORDER BY & UNION
UNION ALL For Sorting Data
Creating, Using Schemas
Real-world Banking Database
Table Migrations @ Schemas
2 Part, 3 Part & 4 Part Naming

Ch 6 : Constraints, Index Basics

Need for Constraints, Keys
NULL, NOT NULL, UNIQUE
Primary Key & Foreign Key
RDBMS and ER Models
Identity Property, Default
Clustered Index, Primary Key
Non Clustered Index, Unique

Ch 7: Joins & Views Basics

JOINS: Purpose. Inner Joins
Left / Right / Full Outer Joins
Cross Joins, Query Tuning
Creating & Using Views
DML, SELECT with Views
RLS : WITH CHECK OPTION
System Views & Metadata

Ch 8: Functions(UDF), Data Types

Using Functions in MSSQL
Scalar Value Functions
Inline & Multiline Functions
Date & Time Functions
String, Aggregate Functions
Data Types : Integer, Char, Bit
SQL Variant, Timestamp, Date

Ch 9: Stored Procedures,Models

Stored Procedures & Usage
Creating, Testing Procedures
Encryption, Deferred Names
SPs for Validations, Analysis
System SPs, Recompilation
Normal Forms & Types
Data Models, Self-References

Ch 10: Triggers, Temp Tables

Need for Triggers
DDL & DML Triggers
Using Memory Tables
Data Replication, Automation
Local & Global Temp Tables
Testing & Using Temp Tables
SELECT .. INTO & Bulk Loads

Ch 11: DB Architecture, Locks

Planning VLDBs : Files, Sizing
Filegroups, Extents & Types
Log Files : VLF, Mini LSN
Table Location, Performance
Schemas, Transfer, Synonyms
Transactions Types, Lock Hint
Query Blocking Scenarios

Ch 12 : Cursors & CTEs, Links

Cursors : Realtime Use
Fetch & Access Cursor Rows
CTEs for SELECT, DML
CTEs: Scenarios & Tuning
Linked Servers, Remote Joins
Linked Servers: MSDTC, RPC
Tuning Remote Queries

Ch 13: Merge, Upsert & Rank

Need for Merge in ETL
Incremental Loads with SQL
MERGE and RANK Functions
Window Functions, Partition
Identify, Remove Duplicates

Ch 14: Grouping & Cube

Group By & HAVING
Cube, Rollup & Grouping
Joins with Group By
3 Table, 4 Table Joins
Query Execution Order

Ch 15: Self Joins, Excel Analysis

Self Joins & Self References
UNION, UNION ALL
Sub Queries with Joins
IIF, CASE, EXISTS Statements
Excel Analytics, Pivot Reports

Module 2: Snowflake

Ch 1: Introduction to Snowflake

Database, DWH Introduction
OLTP, OLAP and DWH
Data Warehouse Advantages
Cloud DWH Implementations
IaaS, PaaS & SaaS Concepts
Snowflake Cloud Intro
Snowflake: SaaS Platform
Snowflake Advantages

Ch 2: Snowflake Concepts

Snowflake Account (Cloud)
Snowflake Components
Snowflake Editions, Credits
Web UI & Snow Sight
Snowflake Editions
Snowflake Storage
Virtual Private Edition (VPS)
Snowflake Pricing

Ch 3: Architecture, Warehouse

Compute Architecture
Shared Disk Architecture
Nodes and Clusters
CPU & Memory in Clusters
Database Query & Data Cycle
ColumnStore,Virtual Warehouse
Classic UI with Snowflake
Massively Parallel Processing

Ch 4: Snowflake DB & Tables

DB Objects and Hierarchy
Worksheet Parameters
DB Creation with Snowflake
Snowflake Tables and Usage
Retention Time, Connections
Permanent, Transient Types
CREATE TABLE AS SELECT
ALTER, DROP & UNDROP

Ch 5: Time Travel, Recovery

Time Travel in Snowflake
Continuous Data Protection
Invoking Time Travel Feature
Timestamp, Offset, Query ID
Data Recovery, TIMESTAMP
OFFSET in Real-world
Fail Safe and UNDROP
Transient Tables, Real-time

Ch 6: Schemas and Session Context

Schema Creation Usage
Permanent, Transient Schemas
Managed Schemas in Snowflake
Invoking Schemas & Cloning
Snowflake Workspaces
Session Context & Schema
Query and History Tab in GUI
Data Loading with GUI

Ch 7: Constraints & Data Types

Constraints & Validations
NULL, NOT NULL Properties
Keys & Constraints, Usage
Inline, Out Of LineConstraints
Table Constraints, Use
ENFORCED Constraints
DEFERRED, IMMEDIATE
Snowflake Data Types

Ch 8: Snowflake Cloning

Cloning with Snowflake
Zero Copy, Schema Cloning
Real-time Cloning
Snapshot, Metadata
Permissions for Cloning
Accessing, Clone
Storage & Metadata Layer
Real-time Considerations

Ch 9: Snowflake Procedures

Procedures and Functions
SQL and JavaScript & CALL
Transactions & Injection
sqlText:command
Cursoring Data and Operations
Dynamic DML with SPs
Working with Loops
RETURN, RETURNS Statements

Ch 10: Security Management

Security with Snowflake
Users & Roles in Snowflake
Privileges and Groups
Organization, Account, Users
Creating, Using Roles, Users
System Defined Roles Usage
Role Hierarchy, Dependency
RBAC & DAC in Real-time

Ch 11: Snowflake Transactions

Transaction ACID Properties
Implicit, Explicit and Auto
Durability and Data Storage
current_transaction() Usage
to_timestamp_ltz and Usage
Failed Transactions with SPs
Transactions and SPs
Scoped & INNER Transactions

Ch 12: Snowflake Streams & Audits

Snowflake Streams & Usage
Streams and DML Auditing
Snapshot Creation, Offset
METADATA Options & Streams
Auditing DML Operations
Data Flow & Snowflake Streams
Streams on Transient Tables
Time Travel with Stream Tables

Ch 13: Snowflake Tasks, Partitions

Tasks, Serverless Compute
Tasks Tree: Root and DAG
Tasks Schedules and RESUME
User & Snowflake Managed
CRON Syntax with Tasks
Virtual Warehouse Concepts
Multi Cluster Warehouse
Auto Scale Options, Billing

Ch 14: SnowSQL and Variables

SnowSQL Configurations
DDL, DML & SELECT
SnowSQL Command Line
Variables and Batch Process
DECLARE, LET, BEGIN & END
EXECUTE IMMEDIATE, FOR
Creating Virtual Warehouse
Writing Output to Files

Ch 15: Snowflake Partitions, Stages

Snowflake Partitions, Use
Micro Partition with DML, CDC
Cluster Key, Depth and Overlap
Internal Partition Types & Usage
List, Range and Hash Partitions
Snowflake Stages, Types
Internal and External Stages
COPY Command, Bulk Loads

Ch 16: Azure & External Stages

Azure Subscriptions
Azure Storage Account, BLOB
SAS: Shared Access Signature
Using SAS Key and FILE PATH
Azure Storage with BLOB
COPY INTO Command Usage
Snowflake Patterns & RegEx
File Formats: Creation, Usage

Ch 18: Realtime Case Study

Module 3: Power BI

Ch 1 : Power BI Introduction

Reporting Basics & Types
Interactive,Analytical Reports
Paginated Reports (RDL)
Power BI Eco System
Power BI Tools,Service,Server
Need for Power Query (M)
Need for DAX & Cloud

Ch 2: Power BI Basic Reports

Power BI Desktop Installation
Basic Report Design (PBIX)
Data View, Data Models
Data Points, Aggregations
Focus Mode, Spotlight, Exports
ToolTip, PBIX and PBIT
Visual Interactions & Edits

Ch 3 : Grouping, Hierarchies

Creating Groups in Power BI
Groups : Creation & Usage
Group Edits Options
Bins & Bin Size, Bin Count
Hierarchies: Creation, Use
Drill Down, Drill Up
Conditional Drill Down

Ch 4 : Visual Sync, Filters

Slicer & Single Select
Multi Select Options
Integer, Character Slicers
Visual Sync with Slicers
Filters: Visual, Page, Report
Drill Thru Filters & Usage
Basic, Top & Advanced
Clear Filter Options, Resets

Ch 5 : Bookmarks, Big Data

Bookmarks Creation & Usage
Visual Interactions, Bookmarks
Images : Actions, Bookmarks
Big Data Access with Power BI
Storage Modes: Direct Query
Import & Performance Impact
Formatting & Data Refresh
Summary, Date Time Formats

Ch 6 : Power BI Visualizations

Chart and Bar Visuals
Line and Area Charts
Maps, TreeMaps, HeatMaps
Funnel, Card, Multrow Card
PieCharts & Settings
Waterfall, Sentiment Colors
Scatter Chart, Play Axis
Infographics, Classifications

Ch 7 : Power Query Level 1

Power Query (Mashup)
ETL Transformations in PBI
Power Query Expressions
Table Combine Options
Merge, Union All Options
Table Transformations

Ch 8 : POWER QUERY LEVEL 2

Any Column Transformations
String / Text Transformations
Numeric Analytics & Mashup
Date Time Transformations
Add Column Transformations
Expressions and New Columns

Ch 9 : POWER QUERY LEVEL 3

Parameters in Power Query
Static Parameters, Defaults
Dynamic Dropdowns, Lists
Linking with Table Queries
Column From Examples
Step Edits, Type Conversions

Ch 10 : Power BI Cloud – 1

Power BI Cloud Concepts
Workspace Creation, Usag
Report Publish & Edits
Semantic Models in Realtime
Dashboard Creation, Usage
Clone, Share, Subscribe
Q&A, Lineage, Settings

Ch 11 : Power BI Cloud – 2

Data Gateways, Data Refresh
Data Source Configurations
Data Refresh & Scheduling
Gateway Optimizations
Semantic Model Optimizations
Report Optimizations
Dashboard Optimizations

Ch 12 : Power BI Cloud – 3

Power BI Apps, Shares
App Sections & Options
App Updates, Security
Excel Analytics
Data Explorer Option
Sharing, Subscriptions
Alerts, Metrics, Insights

Ch 13 : Report Server & DAX

Power BI Report Server
Report Database, TempDB
Web Service & Server URL
Paginated Reports (RDL)
Report Builder Tool Usage
DAX : Purpose, Realtime Use

Ch 14: DAX Level 2

DAX Measures Creation, Use
DAX Functions: IIF, ISBLANK
SUM, CALCULATE Functions
DAX Cheat Sheet : Examples
Quick Measures in Power BI
Running Totals, Filters

Ch 15 : DAX Level 3

Star Rating Calculations
Data Models & DAX
Star & Snowflake Schemas
Dimensions, Fact Tables
DAX Expressions & Joins
DAX Variables, Usage

Ch 16 : DAX Level 4

Dynamic Report with DAX
SELECTED MEMEBER
Time Intelligence with DAX
PARALLELPERIOD, DATE
DAX with Big Data
Big Data Analytics

Ch 17 : Realtime Project Phase 1

Project Requirement Spec
Understanding Data, Formats
Report Pattern Design
Report Design & Modelling
Power Query, DAX, Insights
Analytical Reports in Cloud

Ch 18 : Realtime Project Phase 2

Complete Project Solution
Project FAQs, Key Roles
Real-world Considerations
Power BI Admin Concepts
Resume Points, FAQs
PL 300 Exam Guidance

Demo Videos

Training Modes