What is Power BI?

Power BI is a cloud-based, elegant end-to-end business analytics tool that enables anyone to visualize, analyze, forecast any type of data with greater speed, efficiency, and understanding.

What this Power BI course includes?

This Power BI Training includes EVERY detail. From very basics - Installation, details of each Power BI Visual, On-premise and Cloud Data Access, Azure Integration, Data Modelling and ETL Techniques, Power Query (M Language), DAX Functions, Variables, Parameters, Power BI Dashboards, App Workspace, Data Gateways, Alerts, Power BI Report Server Components, Power BI Mobile Reports, Excel Integration, Excel Analysis, KPIs, Microsoft PL 300 Certification guidance, Resume Guidance, Concept wise Interview FAQs and ONE Real-time Project.

Power BI Training (with DAX, Power Query, Cloud, Report Server Admin)

	PLAN A	PLAN B	PLAN C
Course includes	Power BI	T-SQL, Power BI	T-SQL, Power BI, Azure Data Engineer
No of Videos	18 Videos	30 Videos	58 Videos
Power BI Report Design	✔	✔	✔
Power BI Desktop, Custom Visuals	✔	✔	✔
Data Modelling with Power Query	✔	✔	✔
Data Modelling with DAX	✔	✔	✔
Power BI Cloud, Excel Analysis	✔	✔	✔
Power BI Mobile, R, REST API	✔	✔	✔
PL 300 Exam Guidance	✔	✔	✔
Real-Time Project in Power BI	✔	✔	✔
SQL Database, T-SQL Queries	❌	✔	✔
Normal Forms, Joins, Query Tuning	❌	✔	✔
Sub Queries, Stored Procedures	❌	✔	✔
Excel Pivot Tables, Pivot Charts	❌	✔	✔
Azure Fundamentals and Azure AD	❌	❌	✔
Azure Data Factory & ETL Concepts	❌	❌	✔
Azure Synapse Analytics, SQL Pools	❌	❌	✔
Synapse Studio with Analytics Workspace	❌	❌	✔
Azure Storage (BLOB), Data Lake Storage	❌	❌	✔
Python Notebooks and Spark Clusters	❌	❌	✔
Azure Stream Analytics & SAQL for ETL	❌	❌	✔
Azure Functions and Azure Key Vaults	❌	❌	✔
Data Engineer Exam Guidance (DP 203)	❌	❌	✔
DP 500 [ADE + Power BI]	❌	❌	✔
Total Course Fee ( Payable in Installments)	INR 13000 USD 150	INR 18000 USD 200	INR 44000 USD 500

Trainer: Mr.Sai Phanindra (18+ Yrs of Experience Trainer)

TRAINING HIGHLIGHTS

Custom Visuals	Power BI Mobile
Big Data Sources	R, Python, JSON
Excel Analysis	Excel Online
Google Big Query	Report Server
Gateways, Rest API	Power BI Admin

Power BI Training Course Contents:

Brochure:

Register Today

Module 1 : SQL Server & T-SQL Queries [Applicable for Power BI Plans B, C]

Video 1: DATABASE INTRODUCTION

Databases Introduction & Purpose
Database Types : OLTP, DWH, OLAP
Microsoft SQL Server Advantages, Use
SQL Server Components and Usage
Microsoft SQL Server - Career Options
Developer, DBA, Data Engineer
Data Analyst, Data Scientist Careers

SQL : Purpose, Real-time Usage Options
SQL Versus Microsoft T-SQL [MSSQL]
Course Plan, Real-time Project, Resume
24 x 7 Online Lab for Remote DB Access
Versions and Editions of SQL Server
SQL Server Pre-requisites : S/W, H/W
System Configuration Videoecker Tool

Video 5: SQL Basics - 3, TSQL INTRO

Database Objects : Tables and SVideoemas
SVideoemas : Group Tables in Database
SVideoemas : Security Management Object
Creating SVideoemas & BatVideo Concept
Using SVideoemas for Table Creation
Data Storage in Tables with SVideoemas
Data Retrieval & Usage with SVideoemas

Table Migrations across SVideoemas
Import and Export Wizard in SSMS
Data Imports with Excel File Data
Performing Bulk Operations in SSMS
Temporary Tables : Real-time Use
Local and Global Temporary Tables
# and ## Prefix, Scope of Usage

Video 9: Functions, Procedures Basics

Functions with SQL Server, TSQL
Scalar, Inline, Table Functions
Variables: Declare, Real-time Use
Creating, Executing Functions
Functions for Computations
Functions for Parameterized Joins
Procedures: Usage in Real-time

Using Parameters in SQL Server
Parameterized Joins in TSQL
Compilation with Stored Procedures
sp_help, sp_helptext, sp_helpindex
sp_helpdb, sp_rename, sp_recompile
System Views For Metadata Audits
DBID, DBName, ObjectID, ObjectName

Video 2: SQL SERVER INSTALLATION

SQL Server & SSMS Installation Plan
SQL Server Pre-requisites : S/W, H/W
SQL Server 2022 & 2019 Installation
Database Engine Feature, OLTP
Instances : Types and Properties
Default Instance, Named Instances
Service and Service Account Use

Authentication Modes and Logins
Windows Logins and SQL Logins
SQL Server Management Studio
Server Connections with SSMS Tool
Local and Remote Connections
System Databases: Master and Model
MSDB, TempDB, Resource Databases

Video 6: Constraints, Index Basics

Constraints and Keys - Data Integrity
NULL, NOT NULL Property on Tables
UNIQUE KEY Constraints: Importance
PRIMARY KEY Constraint: Importance
FOREIGN KEY Constraint: Importance
REFERENCES, VideoECK & DEFAULT
Candidate Keys and Identity Property

Database Diagrams and ER Models
Relationships Verification and Links
Indexes : Basic Types and Creation
Index Sorting and SearVideo Advantages
Clustered and NonClustered Indexes
Primary Key and Unique Key Indexes
Need for Indexes - working with Keys

Video 10: TRIGGERS & TRANSACTIONS

Triggers - Purpose, Real-world Usage
FOR/AFTER Triggers - Real time Use
INSTEAD OF Triggers - Real time Use
INSERTED, DELETED Memory Tables
Using Triggers for Data Replication
Enable Triggers and Disable Triggers
Database Level, Server Level Triggers

Transactions : Types, ACID Properties
Transaction Types and AutoCommit
EXPLICIT & IMPLICIT Transactions
COMMIT and ROLLBACK Statements
BatVideo Concept and Go Statement
Open Transactions in Real-time
Using Conditional Commits, Rollbacks

Video 3: SSMS Tool, SQL BASICS - 1

Creating Databases: Files [MDF, LDF]
Creating Tables in User Interface
Data Insertion & Report in User Interface
SQL : Purpose and Real-time Usage
SQL Versus T-SQL : Basic Differences
DDL, DML, SELECT, DCL and TCL
Creating SSMS Sessions : SPID

Create, Connect Databases using SQL
Creating Tables with INT, VideoAR
Data Storage, Inserts - Basic Level
Table Data Verifications with Select
SELECT Statement for Table Retrieval
Identify Databases and Tables
Identify Sessions and Session ID

Video 7: Joins Basics, TSQL Queries

JOINS - Table Comparisons Queries
INNER JOINS For MatVideoing Data
OUTER JOINS For (non) MatVideo Data
Join Queries with "ON" Conditions
Left Outer Joins - Example Queries
Right Outer Joins - Example Queries
FULL Outer Joins: Realtime Scenarios

CROSS JOIN and CROSS APPLY
One-way, Two way Data Comparisons
Using Table Aliases & Column Aliases
Optimizing Join Queries with Indexes
Videooosing Correct Comparison Columns
Joining Unrelated Tables in TSQL
Self References, Self Joins in TSQL

Video 11: Normal Forms, Cursors

First Normal Form and Atomicity
Third Normal Form and MVD Property
Boycee-Codd Normal Form : BNCF
Fourth Normal Form : Advantages
Self Reference Keys and 4 NF Usage
1:1, 1:M, M:1, M:M Relationship Types
Computed Columns, Variant Type

Linked Servers, Remote Joins in TSQL
2 Part, 3 Part, 4 Part Naming Styles
Remote Joins Queries and Aliases
Cursors - Basics, Data Operations
Cursors - Life Cycle & Declaration
Cursors Types, FETVideo Operations
Cursors - Deallocate, Real-world Use

Video 4: SQL BASICS - 2

Creating Tables: VARVideoAR, FLOAT
Single Row Inserts, Multi Row Inserts
Rules for Data Insertion Statements
SELECT with WHERE Conditions
AND and OR Operators Usage
IN Operator and NOT IN Operator
Between, Not Between Operators

LIKE and NOT LIKE Operators
ORDER BY, TOP & OFFSET
Basic Sub Queries with SELECT
UPDATE Statement & Conditions
DELETE & TRUNCATE Statements
ALTER, ADD COLUMN Statements
DROP Statements: Table, Database

Video 8: Group By, Views & Excel

GROUP BY: Importance, Realtime Use
GROUP BY Queries and Aggregations
Group By Queries with Having Clause
Group By Queries with Where Clause
Using WHERE and HAVING in T-SQL
Group By with Joins in TSQL
Query Execution Order & Aliases

Joins with Sub Queries, Formatting
Database Objects: Overview & Usage
Views: Types, Usage in Real-time
Creating, Executing & Verifying Views
Storing Queries in Database Views
Excel Analytics - Joins & Views
Excel Office Data Connection Reports

Video 12: TSQL Merge, Cursors

IIF() Function with SELECT Query
WHEN..THEN..ELSE
WHEN MATVideoED, NOT MATVideoED
Incremental Loads, Upsert Statement
Stored Procedures: Merge Statement
UNION and UNION ALL Operator
Window Functions: Rank, Dense Rank

Row_Number, PartitionBy in TSQL
Duplicate Row Identification, Deletion
Grouping, Cube, Rollup, Lag, Lead
Data Types: Numerical, Date, Time
Data Types: Videoaracters, Real, Float
Date & Time Functions, DateAdd
String Functions, Concat, SubString

Case Study 1: Database Design with Tables,
Constraints, Keys & Relations

Case Study 2: Joins with Group By,
Sub Queries, Views, Excel Analytics

Module 2 : Power BI [Applicable for Power BI Plans A, B, C]

Part 1: Power BI Report Design	Part 2: Power Query, Cloud (Service)	Part 3: DAX & Report Server
Video 1: POWER BI INTRODUCTION Power BI : Introduction to Analytics Power BI Tools Suite, Advantages Power BI : Career Options, Plan Power BI Developer Job Role Microsoft Data Analyst Job Role Big Data Analyst Job Role Power BI Data Analyst (PL 300) Data Engineer, Power BI (DP 500 ) Artificial Intelligence (AI) Visuals AI Enabled Power BI Features Course - Lab Plan with Design Tools Need for Power Query & DAX Power BI Licensing Types Power BI Cloud - Advantages Power BI Report Server Advantages	Video 7: POWER QUERY LEVEL 1 Power Query M Language Purpose Power Query ArVideoitecture and ETL Data Types, Literals and Values Power Query Transformation Types Table & Column Transformations Text & Number Transformations Date, Time and Structured Data let, source, in statements @ M Lang Get Data, Table Creations and Edit ETL Operations with Power Query Merge Transformations in Power BI Join Kinds: Inner, Outer & Apply Union All Transformation & Appends Power Query Editor, Step Edits Close & Apply Options. Report Design	Video 13: DAX Functions - Level 1 DAX : Importance in Real-time DAX Data Types, Syntax Rules DAX Measures and Columns ROW Context and Filter Context Operators, Special Videoaracters DAX Functions, Vertipaq Engine DAX Videoeat Sheet : Expressions Data Analytics with DAX DAX Measures : Expressions ISBLANK, IF, IN, SUM SUMX, AVG, AVERAGEX Data Models: Fact, Dimensions Detecting Relations for DAX Star & Snowflake SVideoemas Data Modeling Options in DAX
Video 2: Basic Report Design Power BI Eco System: ArVideoitecture Data Sources & Types in Real-world Report Types: Interactive, Paginated Analytical Reports & Mobile Reports Data Sources : File, Database, Web Visualizations : Report Shapes Power BI Design Tools, Requirements Power BI Desktop Tool : Installation Desktop Interface: Overview, Canvas Get Data, Data View, Report View In-Memory Xvelocity Database Basic Visuals: Table, Tree Map Data Labels, Legend, Category Local Store: PBIX & PBIT Files Data Points and Tooltips	Video 8: POWER QUERY LEVEL 2 Query Duplicate, Query Reference Group By and Advanced Options Aggregations with Power Query Transpose, Header Promotion Reverse Rows and Row Count Data Type Videoanges & Detection Replace Columns: Text, NonText Advanced Query Edit Options Replace Nulls: Fill Up, Fill Down Pivot, Unpivot Transformations Move Column and Split Column Date & Time Transformations Derive Year, Quarter, Month, Day Add Column : Query Expressions Query Step Inserts and Step Edits	Video 14: DAX Functions - Level 2 Quick Measures in Power BI Average and Filtered Average Running Totals, EARLIER( ) RELATED, COUNTROWS CALCULATE Function Conditions ALL Members Scope & IN Account and Time Calculations Star Rating, DAX Expressions Data Modeling Options in DAX 1:1, 1:M and M:1 Relations Working with Facts & Measures Modeling : Missing Relations Relationships & Importance Modeling : Relation Management Modeling with Multiple Keys
Video 3: Visual Interaction, Visual Sync Visual Interaction with Data Points Disabling / Enabling Interactions Edit Interactions: Format Options Spotlight and Focus Mode Report Export to CSV, PDF Tooltip Options and Usage Working with Pages in PBI Rename, Duplicate, Hide Pages Slicer Visual : Real-time Usage Orientation, Selection Properties Slicer Settings : Tiles & Slider Single & Multi Select, Header Number, Text, Show Summary Date Slicer and Value Selections Slicer List, Dropdowns & Clear	Video 9: POWER QUERY LEVEL 3 Big Data Loads : Parameter Queries Creating Parameters in Power Query Parameter Data Types, Default Lists Static & Dynamic Lists: List Queries Convert Tables to Lists, Use Cases Linking Parameters to Queries Testing Parameters with Canvas Multi-Valued Parameter Lists Creating Lists in Power Query Converting Lists to Table Data Invoke Function, Type Conversions Function Query & Parameter List Columns From Examples, Indexes Conditional Columns, Expressions Disable / Enable Data Loads	Video 15: DAX Functions - Level 3 DAX : Variables and Expressions Dynamic Expressions, RETURN Current Value, Previous Value SELECTED VALUE, Joins FORMAT Function with DAX RELATED, Joins in DAX DAX Expressions with SQL DB Time Intelligence Functions Date Dimension : Generation CALENDAR(), DATESYTD() TOTALYTD, TOTALQTD TODAY, DATE, DAY with DAX SELECTEDVALUE, FORMAT Date, Time and Text Functions
Video 4: Grouping & HierarVideoies Grouping : Visuals with Pdf Sources List Grouping and Binning Options Grouping Static / Fixed Data Values Grouping Dynamic / Videoanging Data Bin Size and Bin Limits (Max, Min) Bin Count and Grouping Options Group with Bins & Clustering Group, Layer with Selection Pane Creating HierarVideoies in Power BI Independent, Dependant Drill-Down Drill-Down with Interactive Reports Conditional Drilldowns, Data Points Drill Up Buttons and Operations Expand & Show Next Level Dynamic Data Drills Limitations	Video 10: POWER BI CLOUD - 1 Power BI Cloud Components App Workspaces, Report Publish Reports & Related Datasets Cloud Creating New Reports in Cloud Report Publish, Report Uploads Report Edits and New Reports Report Actions: Downloads Dataset Usage Options in Cloud Dashboards Creation and Usage Pining Visuals and Report Pages Visual Pin Actions in Dashboards Dashboard & LIVE Interactions Media Tiles: Images, Custom Links Q & A Option with Dashboards Pin with Q & A; Standard Visuals	Video 16: DAX Functions - Level 4 RLS: Row Level Security Data Models in Power BI Desktop DAX Roles Creation and Testing DAX Expressions & Operators PBIX Uploads: Power BI Cloud Dataset Security with DAX Roles Entity Sets and Slicing in DAX Dataflows with Power BI Analytical Reports - DAX Usage Creating Data Models with DAX Datasets in Excel and Dashboards Using Excel Analyzer in Power BI Power BI Data Source in Excel Connection Strings and Refresh Analytical Reports - Limitations
Video 5: Filters & Bookmarks Filters : Types and Usage in Real-time Visual Filter, Page Filter, Report Filter Basic, Advanced and TOP N Filters Category and Summary Level Filters Data / Drill Options, DrillThru Filters Keep All Filters" Options in DrillThru CrossReport Filters, Include, Exclude Drill-thru Filters, Page Navigations Bookmarks : Report Navigations Buttons, Images with Actions Selection Pane, Actions, Text URLs Show Data and See Records Custom Tooltips, Table Visual Table Vs Matrix : Drill-downs Styles, Cell Properties, Databars Conditional Formatting, Divergent	Video 11: POWER BI CLOUD - 2 Report Actions : Share, Subscribe Report Actions : Lineage, Embed Report Actions : Export Options Report Actions : Public User Access Dashboard Actions : Share, Subscribe Dashboard Actions : Themes, Lineage Dashboard Actions : Share, Subscribe Favorite, Insights, Embed Code Gateways Configuration, PBI Service Gateway Types, Cloud Connections Gateway Cluster, Add Data Sources Data Refresh : Manual, SVideoeduled Power Query Parameters, Gateways DataFlows, Power Query in Cloud Lineage, Share, Subscribe, Insights Performance Inspector& Gateways	Video 17: Power BI Report Server Power BI Report Server Config SQL Server Instance Verifications Report Server DB, Temp Database WebService & WebPortal URL Uploading Interactive Reports End User Report Share (pdf) Power BI Desktop RS Tool Interactive Reports: Report Server Mobile Reports : Design Options Mobile Reports : Grids, Elements Mobile Reports : Uploads, Edits Paginated Reports : Deployments Paginated Vs Interactive Reports Paginated Vs Analytical Reports Paginated Vs Mobile Reports Power BI Report Server Vs Cloud
Video 6: Big Data Access, Visuals OLTP Databases, Big Data Sources Azure Database Access, Reports Import, Direct Query & Dual Mode Data Modeling: Do Not Summarize Data Modeling: Currency, Relations Power BI ArVideotiecture, Eco System Power BI Interface for Reports Stacked Videoart, Clustered Videoart Line Videoart, Area Videoart, Bar Videoart 100% Stacked Bar & Column Videoart Map Visuals: Tree, Filled, Bubble Small Multiples, Legends, Axis Cards, Funnel, Table, Matrix Scatter Videoart : Play Axis, Labels Waterfall Videoart, Multi Row Cards	Video 12: POWER BI CLOUD - 3 Workbooks : Excel Online & Pins Power BI Apps: Creation & Usage Power BI Segments, Content Navigation Screens, Audience App Publish, Verification & Edits Export, Share & Subscribe List View & Lineage View Options Power BI Scorecards: Realtime Use Paginated Reports - Design & Usage Power BI Report Builder Tool Microsoft Report Builder Tool Report Builder : Datasets, Videoarts Report Builder : Bar Videoarts, Fields Report Builder : Creating RDL Files Paginated Reports : Deployments	Video 18: Power BI Admin & AI Power BI Cloud Management Power BI Admin : Alerts Workspace Management, Users Security: Report, Dataset Levels Security: Dataset, App Levels Security: Workspace Options PBI Performance Inspector Power BI & Artificial Intelligence Power BI & CoPilot Add-Ins AI Visuals & Big Data Analytics Smart Narrative and Q & A Infographics, Icons and Labels Key Influencer Visual in Power BI Metrics Visual, Performance Paginated Reports Visual
Power BI : Realtime Project (Sales - Retail)
Phase 1 : Basic Report Design Project Requirement Analysis Requirement Gathering, FSA Report Design with Excel Basic Data Modelling Infographics, Histograms Analytics and Formating	Phase 2 : SME Level Report Design with SQL DB SQL Database : Joins, Views Dual Storage Mode, SQL Queries Data Modeling, Power Query Dynamic Connections, Azure DB Parameters and M Lang Scripts	Phase 3: Deployments (Cloud, Server) DAX Requriements, Analysis Cloud and Report Server Custom Visualizations 3party Visuals & REST API * Project FAQs and Solutions One - One Resume, Mock Interview

Part 1: Power BI Report Design

Part 2: Power Query, Cloud (Service)

Part 3: DAX & Report Server

Video 1: POWER BI INTRODUCTION

Power BI : Introduction to Analytics
Power BI Tools Suite, Advantages
Power BI : Career Options, Plan
Power BI Developer Job Role
Microsoft Data Analyst Job Role
Big Data Analyst Job Role
Power BI Data Analyst (PL 300)
Data Engineer*, Power BI (DP 500 *)

Artificial Intelligence (AI) Visuals
AI Enabled Power BI Features
Course - Lab Plan with Design Tools
Need for Power Query & DAX
Power BI Licensing Types
Power BI Cloud - Advantages
Power BI Report Server Advantages

Video 7: POWER QUERY LEVEL 1

Power Query M Language Purpose
Power Query ArVideoitecture and ETL
Data Types, Literals and Values
Power Query Transformation Types
Table & Column Transformations
Text & Number Transformations
Date, Time and Structured Data
let, source, in statements @ M Lang

Get Data, Table Creations and Edit
ETL Operations with Power Query
Merge Transformations in Power BI
Join Kinds: Inner, Outer & Apply
Union All Transformation & Appends
Power Query Editor, Step Edits
Close & Apply Options. Report Design

Video 13: DAX Functions - Level 1

DAX : Importance in Real-time
DAX Data Types, Syntax Rules
DAX Measures and Columns
ROW Context and Filter Context
Operators, Special Videoaracters
DAX Functions, Vertipaq Engine
DAX Videoeat Sheet : Expressions
Data Analytics with DAX

DAX Measures : Expressions
ISBLANK, IF, IN, SUM
SUMX, AVG, AVERAGEX
Data Models: Fact, Dimensions
Detecting Relations for DAX
Star & Snowflake SVideoemas
Data Modeling Options in DAX

Video 2: Basic Report Design

Power BI Eco System: ArVideoitecture
Data Sources & Types in Real-world
Report Types: Interactive, Paginated
Analytical Reports & Mobile Reports
Data Sources : File, Database, Web
Visualizations : Report Shapes
Power BI Design Tools, Requirements
Power BI Desktop Tool : Installation

Desktop Interface: Overview, Canvas
Get Data, Data View, Report View
In-Memory Xvelocity Database
Basic Visuals: Table, Tree Map
Data Labels, Legend, Category
Local Store: PBIX & PBIT Files
Data Points and Tooltips

Video 8: POWER QUERY LEVEL 2

Query Duplicate, Query Reference
Group By and Advanced Options
Aggregations with Power Query
Transpose, Header Promotion
Reverse Rows and Row Count
Data Type Videoanges & Detection
Replace Columns: Text, NonText
Advanced Query Edit Options

Replace Nulls: Fill Up, Fill Down
Pivot, Unpivot Transformations
Move Column and Split Column
Date & Time Transformations
Derive Year, Quarter, Month, Day
Add Column : Query Expressions
Query Step Inserts and Step Edits

Video 14: DAX Functions - Level 2

Quick Measures in Power BI
Average and Filtered Average
Running Totals, EARLIER( )
RELATED, COUNTROWS
CALCULATE Function Conditions
ALL Members Scope & IN
Account and Time Calculations
Star Rating, DAX Expressions

Data Modeling Options in DAX
1:1, 1:M and M:1 Relations
Working with Facts & Measures
Modeling : Missing Relations
Relationships & Importance
Modeling : Relation Management
Modeling with Multiple Keys

Video 3: Visual Interaction, Visual Sync

Visual Interaction with Data Points
Disabling / Enabling Interactions
Edit Interactions: Format Options
Spotlight and Focus Mode
Report Export to CSV, PDF
Tooltip Options and Usage
Working with Pages in PBI

Rename, Duplicate, Hide Pages
Slicer Visual : Real-time Usage
Orientation, Selection Properties
Slicer Settings : Tiles & Slider
Single & Multi Select, Header
Number, Text, Show Summary
Date Slicer and Value Selections
Slicer List, Dropdowns & Clear

Video 9: POWER QUERY LEVEL 3

Big Data Loads : Parameter Queries
Creating Parameters in Power Query
Parameter Data Types, Default Lists
Static & Dynamic Lists: List Queries
Convert Tables to Lists, Use Cases
Linking Parameters to Queries
Testing Parameters with Canvas

Multi-Valued Parameter Lists
Creating Lists in Power Query
Converting Lists to Table Data
Invoke Function, Type Conversions
Function Query & Parameter List
Columns From Examples, Indexes
Conditional Columns, Expressions
Disable / Enable Data Loads

Video 15: DAX Functions - Level 3

DAX : Variables and Expressions
Dynamic Expressions, RETURN
Current Value, Previous Value
SELECTED VALUE, Joins
FORMAT Function with DAX
RELATED, Joins in DAX
DAX Expressions with SQL DB

Time Intelligence Functions
Date Dimension : Generation
CALENDAR(), DATESYTD()
TOTALYTD, TOTALQTD
TODAY, DATE, DAY with DAX
SELECTEDVALUE, FORMAT
Date, Time and Text Functions

Video 4: Grouping & HierarVideoies

Grouping : Visuals with Pdf Sources
List Grouping and Binning Options
Grouping Static / Fixed Data Values
Grouping Dynamic / Videoanging Data
Bin Size and Bin Limits (Max, Min)
Bin Count and Grouping Options
Group with Bins & Clustering
Group, Layer with Selection Pane

Creating HierarVideoies in Power BI
Independent, Dependant Drill-Down
Drill-Down with Interactive Reports
Conditional Drilldowns, Data Points
Drill Up Buttons and Operations
Expand & Show Next Level
Dynamic Data Drills Limitations

Video 10: POWER BI CLOUD - 1

Power BI Cloud Components
App Workspaces, Report Publish
Reports & Related Datasets Cloud
Creating New Reports in Cloud
Report Publish, Report Uploads
Report Edits and New Reports
Report Actions: Downloads
Dataset Usage Options in Cloud

Dashboards Creation and Usage
Pining Visuals and Report Pages
Visual Pin Actions in Dashboards
Dashboard & LIVE Interactions
Media Tiles: Images, Custom Links
Q & A Option with Dashboards
Pin with Q & A; Standard Visuals

Video 16: DAX Functions - Level 4

RLS: Row Level Security
Data Models in Power BI Desktop
DAX Roles Creation and Testing
DAX Expressions & Operators
PBIX Uploads: Power BI Cloud
Dataset Security with DAX Roles
Entity Sets and Slicing in DAX
Dataflows with Power BI

Analytical Reports - DAX Usage
Creating Data Models with DAX
Datasets in Excel and Dashboards
Using Excel Analyzer in Power BI
Power BI Data Source in Excel
Connection Strings and Refresh
Analytical Reports - Limitations

Video 5: Filters & Bookmarks

Filters : Types and Usage in Real-time
Visual Filter, Page Filter, Report Filter
Basic, Advanced and TOP N Filters
Category and Summary Level Filters
Data / Drill Options, DrillThru Filters
Keep All Filters" Options in DrillThru
CrossReport Filters, Include, Exclude

Drill-thru Filters, Page Navigations
Bookmarks : Report Navigations
Buttons, Images with Actions
Selection Pane, Actions, Text URLs
Show Data and See Records
Custom Tooltips, Table Visual
Table Vs Matrix : Drill-downs
Styles, Cell Properties, Databars
Conditional Formatting, Divergent

Video 11: POWER BI CLOUD - 2

Report Actions : Share, Subscribe
Report Actions : Lineage, Embed
Report Actions : Export Options
Report Actions : Public User Access
Dashboard Actions : Share, Subscribe
Dashboard Actions : Themes, Lineage
Dashboard Actions : Share, Subscribe

Favorite, Insights, Embed Code
Gateways Configuration, PBI Service
Gateway Types, Cloud Connections
Gateway Cluster, Add Data Sources
Data Refresh : Manual, SVideoeduled
Power Query Parameters, Gateways
DataFlows, Power Query in Cloud
Lineage, Share, Subscribe, Insights
Performance Inspector& Gateways

Video 17: Power BI Report Server

Power BI Report Server Config
SQL Server Instance Verifications
Report Server DB, Temp Database
WebService & WebPortal URL
Uploading Interactive Reports
End User Report Share (pdf)
Power BI Desktop RS Tool

Interactive Reports: Report Server
Mobile Reports : Design Options
Mobile Reports : Grids, Elements
Mobile Reports : Uploads, Edits
Paginated Reports : Deployments
Paginated Vs Interactive Reports
Paginated Vs Analytical Reports
Paginated Vs Mobile Reports
Power BI Report Server Vs Cloud

Video 6: Big Data Access, Visuals

OLTP Databases, Big Data Sources
Azure Database Access, Reports
Import, Direct Query & Dual Mode
Data Modeling: Do Not Summarize
Data Modeling: Currency, Relations
Power BI ArVideotiecture, Eco System
Power BI Interface for Reports
Stacked Videoart, Clustered Videoart

Line Videoart, Area Videoart, Bar Videoart
100% Stacked Bar & Column Videoart
Map Visuals: Tree, Filled, Bubble
Small Multiples, Legends, Axis
Cards, Funnel, Table, Matrix
Scatter Videoart : Play Axis, Labels
Waterfall Videoart, Multi Row Cards

Video 12: POWER BI CLOUD - 3

Workbooks : Excel Online & Pins
Power BI Apps: Creation & Usage
Power BI Segments, Content
Navigation Screens, Audience
App Publish, Verification & Edits
Export, Share & Subscribe
List View & Lineage View Options
Power BI Scorecards: Realtime Use

Paginated Reports - Design & Usage
Power BI Report Builder Tool
Microsoft Report Builder Tool
Report Builder : Datasets, Videoarts
Report Builder : Bar Videoarts, Fields
Report Builder : Creating RDL Files
Paginated Reports : Deployments

Video 18: Power BI Admin & AI

Power BI Cloud Management
Power BI Admin : Alerts
Workspace Management, Users
Security: Report, Dataset Levels
Security: Dataset, App Levels
Security: Workspace Options
PBI Performance Inspector
Power BI & Artificial Intelligence

Power BI & CoPilot Add-Ins
AI Visuals & Big Data Analytics
Smart Narrative and Q & A
Infographics, Icons and Labels
Key Influencer Visual in Power BI
Metrics Visual, Performance
Paginated Reports Visual

Power BI : Realtime Project (Sales - Retail)

Phase 1 : Basic Report Design

Project Requirement Analysis
Requirement Gathering, FSA
Report Design with Excel
Basic Data Modelling
Infographics, Histograms
Analytics and Formating

Phase 2 : SME Level

Report Design with SQL DB
SQL Database : Joins, Views
Dual Storage Mode, SQL Queries
Data Modeling, Power Query
Dynamic Connections, Azure DB
Parameters and M Lang Scripts

Phase 3: Deployments (Cloud, Server)

DAX Requriements, Analysis
Cloud and Report Server
Custom Visualizations
3party Visuals & REST API *
Project FAQs and Solutions
One - One Resume, Mock Interview

Module 3 : Azure Data Engineer [Applicable for Power BI Plan C]

Part 1: Azure Data Factory, Synapse Analytics

Part 2: Data Lake Storage, Stream Analytics

Part 3: Databricks, Spark, Python

Videoapter 1: Cloud Basics, Azure SQL

Cloud Introduction and Azure Basics
Azure Implementation: IaaS, PaaS, SaaS
Azure Data Engineer: Job Roles
Azure Storage Components
Azure ETL & Streaming Components
Need for Azure Data Factory (ADF)
Need for Azure Synapse Analytics
Azure Resources and Resource Types

Azure Account, Subscription (Free)
Azure SQL Server [Logical Server]
Firewall Rules and Azure Services
Azure SQL Database Deployment
Azure SQL Pool Deployment
Compute: DTU Versus DWU
Test Connections from SSMS

Videoapter 1: Azure Fundamentals - Storage

Azure Resources: Storage Components
Storage Resources and Properties
Resource Groups & Subscriptions
Azure Storage : Files, Tables and ETL
Azure Storage Account & Use
Data Lake Storage Account (ADLS)
Advanced Options: HNS Property
Resource Location, Resource Group

Azure Portal: Deployment Verifications
Azure Portal: Deployment Verification
Storage Account : Basic Properties
Overview Page: Status, HNS State
Azure Storage : Access Options
Azure Storage Explorer Tool
Explorer Tool : Configuration

Videoapter 1: Azure Intro, Azure Databricks

Azure Cloud : SaaS, PaaS, PaaS & IaaS
Azure Cloud : Storage, ETL Resources
Azure Databricks : Compute Resources
Need for Azure Databricks (ADB)
Azure Databricks : Purpose & Config
Azure Databricks Service Creation
Azure Databricks Components
Azure Databricks Workspace, Usage

Spark Cluster Configurations, Capacity
Driver Nodes, Worker Nodes in Spark
Cluster Types : Personal, Unrestricted
CPU, Memory & IO Resources
Virtual MaVideoines (VM) for Clusters
Databricks : Runtime & DBFS Storage
DBFS : Files, Tables with Spark DB

Videoapter 2: Synapse SQL Pools (DWH)

Dedicated SQL Pools in Azure
Data Warehouse with Synapse
Massively Parallel Processing (MPP)
Control Nodes and Compute Nodes
DMS: Data Movement Service
Start/Resume/Pause & Scaling
SQL Pool Config @ TSQL Scripts
Start/Resume/Pause, Scaling Options

Table Creations @ TSQL Scripts
Table Partitions: Left & Right
Distributions: Round Robin, Hash
Distributions: Replicate and Usage
Auto Indexing & Column Store
Planning for Big Data Loads
Need for ADF: Azure Data Factory

Videoapter 2: Azure Storage Operations

BLOB: Binary Large Objects
Storage Browser and Service Pages
Storage Browser: Container Creation
Storage Browser: Folder, File Uploads
Service Page: Container Creation
Service Page: Folder, File Uploads
Container, Folder, File Properties
Limitations with Storage Portal

Azure Data Explorer Tool : Usage
Contrainer: Creation, Properties
File Uploads, Edits and Access URLs
Azure Storage Explorer Tool Usage
Azure Account Options in Explorer
Directory Creation, File Operations
Limitations with Explorer Tool

Videoapter 2: SparkDatabase, SQL Notebooks

DBFS : File Uploads from ON-Premise
Creating Spark Tables; Spark DB
Data Explorer: HIVE Metastore
Data Explorer: Spark Database, Tables
Notebooks: SQL, Python and Scala
Creating SQL Notebooks in Databricks
Creating User Defined Spark Databases
Connecting / Using Spark Databases

Spark SQL : Big Data Loads
Spark SQL : Database & Table List
Spark SQL : Data Aggregations, Jobs
Spark SQL : Data Analytics, Reports
Analytics: X, Y Axis, Group By
Notebooks : Export, Import, Clone
Notebooks : Storage & Versions

Videoapter 3: Azure Data Factory, Pipelines

Azure Data Factory (ADF) Concepts
ADF Pipelines : ArVideoitecture
Integration Runtime (IR) & Use
Linked Services and Datasets
Pipeline Activities: Copy Data Tool
DIU : Data Integration Units
DTU Vs DWUs Vs DIU
ADF Pipeline with Copy Data Tool

Azure SQL DB to Synapse Data Loads
Multi Tables Data Loads with ADF
Bulk Insert, Data Copy Methods
ETL Staging: Storage Account
Staging Container Connections
DIU Allocations & Publish
ETL Pipeline Monitoring, Runs

Videoapter 3: Azure Storage Security, ACLs

Azure Data Lake Storage Security Options
Shared Access Keys: Primary, Secondary
SAS Key Generation: Container, Tables
SAS Key Permissions, Validation Options
Access Keys: Account Level Permissions
Azure Active Directory: Users, Groups
Azure AD Security: RBAC, IAM, ACLs
Owner Role, Contributor, Reader Role

Azure Data Lake Storage Security
ACL : Access Control Lists & Security
Azure BLOB Storage Containers & ACLs
Folder Level and File Level Security
ACL Permissions: Read, Write, Execute
Access Policy: Creation, Realtime Use
rwacdl; Azure Principals, CORS

Videoapter 3: Python Intro, Data Loads

Python : Introduction, Real-time Use
Python For ETL and DWH
Python For Azure: Data Engineer
Python Data Frames & Purpose
Python Dataframes - Pandas
Python with Spark Integrations
PySpark for DDL and ETL
PySpark Versus SQL Notebooks

Reading DBFS Data into Spark
Creating Dataframes for ETL
Temporary Views & Dataframes
Spark Temp Views: Aggregations
Spark Table Loads, HIVE Data
write.format() & overwrite
Parquet Tables with Spark DB

Videoapter 4: OnPremise Data Loads, Upsert

Copy Data Tool : Incremental Loads
On-Premise Data Sources with Azure
Self Hosted Integration Runtime (IR)
Access Keys, Remote Linked Service
Synapse SQL Pool (DW), OnPremise
ETL Staging with Storage Account
Copy Method: Polybase - Tuning
Polybase : Big Data Loads

ETL Pipelines for Incremental Loads
Business Keys For Table Upsert
Pipeline SVideoedules with ADF
ETL Logging with Storage Account
Copy Method: UPSERT
DIU, DOCP & Publish
Manual Pipeline Executions in ADF

Videoapter 4: SQL Database Migrations

OnPremise SQL DB to Azure Migration
SSMS Tool, SQL Database Installation
Source Database Scripts & Validations
BACPAC File Generation: SSMS Tool
Table Selection & Advanced Options
Azure Data Lake Storage, SSMS Access
Azure Storage Container, BACPAC Files
IAM and Account Key Authentication

Azure SQL Server Creation From Portal
Azure SQL Database Deployment
DTU : Data Transaction Units, Pricing
Azure Firewall Configuration, Security
Azure SQL Database Imports (bacpac)
Azure SQL Server with ADLS Containers
Azure SQL DB Migrations, Verification

Videoapter 4: PySpark with ADLS

Azure Storage Account : Creation
Azure Data Lake Storage : HNS
Creating Containers in ADLS
BLOB File Uploads / Generation
Account Key : Access Key, SAS Key
BLOB Access URL for Databricks
WASBS URL for PySpark Notebook
Generating PySpark Script

PySpark Connection Variables
Databricks : Data Import Scripts
Config Options with ADLS, Spark
config (), Session Context
DataFrames with Temp Tables
Escape Sequence with SparkSQL
Data Explorer: HIVE & Spark DB

Videoapter 5: File Incremental Loads in ADF

Incremental Loads with Files (BLOB)
ETL SVideoedules: Tumbling Window
Execution Retry and Delay Options
Binary Copy, Structural Data Loads
Incremental Loads Verification Tests
Incompatible Rows & Fault Tolerance
Pipeline Compression & Tuning
Pipeline Publish, Monitor Options

Azure Monitor Resource : Metrics
ADF Metrics and Pipeline Runs
ADF: Pipeline Monitoring and Alerts
Synapse: Storage Monitoring, Alerts
Conditions, Signal Rules and Metrics
Alerts & Action Groups: Emails
Email Notifications with Azure

Videoapter 5: Azure Tables & Replication

Azure Tables - SVideoemaLess Design
Azure Tables: Creation, Data Inserts
Tables, Entities, Properties Concepts
Structured, Relational Data Storage
Azure Tables: GUI, Data Types
Azure Tables: Big Data Imports
Data Edits, Queries, Delete Operations
Odata Options (REST API), End Points

Azure Storage: Replications, DR Options
LRS: Locally Redundant Storage
GRS: Globally Redundant Storage
ZRS: Zone Redundant Storage
Replication Options and Advantages
Replication Verification, Modifications
Storage Endpoints, Failover Partner

Videoatper 5: PySpark Widgets

Widgets : Notebook Parameters
widget module : Text, Combo
Dropdown, Multi Select Parameters
dbutils help(), get() & remove()
Dataframes, Spark SQL @ Variables
Python Data Frames, Spark SQL
Reading Parameters Values
Parameters Versus Variables

Using Parameters For Temp Tables
Using Parameters for Spark Tables
Data Storage and HIVE Metastore
Reading Parameterized Data
Format Strings with PySpark
Dynamic Queries with Spark SQL
Aggregations and f Strings

Videoapter 6: ADF Data Flow - 1

Data Flow Task, Data Flow Activity
Transformations with Data Flow
Spark Cluster For Debugging
Cluster Node Configurations
Spark Cluster Types & Sizing
Transaction Optimized - Capacity
Memory Optimized - Capacity
Data Cleansing with ADF

Data OrVideoestration with Data Flow
SELECT Transformation & Options
Conditional Split Transformation
UNION, SELECT Transformation
Spark Cluster For Pipeline Executions
Pipeline Monitoring & Run IDs
Adding Data Flow into Pipelines

Videoapter 6: Azure Stream Analytics, IoT

Azure Stream Analytics Real-time Use
Real-time Data Processing, Events
Ingest, Deliver & Analysis Operations
Azure Stream Analytics Jobs Concept
Understanding Input, Output Options
SAQL Queries: Stream Analytics Jobs
IoT: Internet Of Things, Real-time Data
Need for IoT Hubs and Event Hubs

Conditional Split Transformation
Creating IoT Device for Data Inputs
Creating Azure Stream Analytics Job
Stream Analytics for Historical Data
Azure SQL Database for ASA Jobs
SAQL: Query Formatting, Validation
Historical Data Upload, ASA Jobs

Videoapter 6: ArVideoitecture, Workflows

Driver Nodes, Worker Nodes, DBUs
RDD : Resilent Data Distribution
DAG : Directed Acyclic Graph
Hadoop HDES and Spot Instance
Cluster Manager, Master Node
RDDS, Worker, Excecutor & Slave
Hadoop HDES & Databricks Runtime
Databricks Optimization TeVideoniques

Spot Instance, Photon Acceleration
All Purpose Cluster, Job Cluster
Databricks Jobs: Creation & Tasks
Jobs with Parameters, Executions
Task Dependency & Notifications
Continuous & Manual SVideoedules
Active Jobs, Recent Run Jobs, Monitor

Videoapter 7: ADF Data Flow - 2

ADF Pipelines For ETL Operations
Data Flow Tasks, Activities in Synapse
JOIN & EXISTS Transformations
Aggregate & Group By Transformations
Window Functions, Rank in Data Flow
Rank / DenseRank / Row Number
Derived Column Transformation
Lookup, Surrogate Key, Parse

Type Convert, Cast Transformations
Reusing Data Flow Tasks in Synapse
Pipeline Validations & Executions
Inline Datasets, SVideoema Drift
Data Deduplication with ADF
DFT Optimization TeVideoniques
Data Flow Task - Staging, Logging

Videoapter 7: Azure Event Hubs

Azure Stream Analytics For API Data
IoT Hubs, IoT Devices, Connection Strings
Rasberry APP Connections with IoT Hub
Azure Storage Account and Container
Creating Azure Stream Analytics Job
Configuring Input Aliases with IoT Hub
Output Aliases with ADLS Gen 2
SAQL Query, Job Executions; Monitoring

Azure Event Hubs and Event Instances
Event Hub Namespaces, Partition Counts
Access Policies, Permissions & Defaults
RootManageSharedAccessKey & Options
Connection Strings & Event Service Bus
Telco App : Executions & LIVE Data
On-Premise App Integration, ASA Jobs

Videoapter 7: Databricks Security, Scala

Azure Databricks Security Operations
Azure Active Directory (Azure AD)
AD Users and RBAC with IAM
Owner, Contributor & Reader Roles
Workspace Admin Permissions
Notebook Permissions & Share
Workflow Security, HTTP Path
User Tokens & ServerName

Scala : Differences with PySpark
Scala : Variables Declaration, Usage
SparkSQL with Scala Notebooks
Temp Views with Scala Notebooks
Aggregations with Scala Notebooks
Visual Data Analytics with Scala
PySpark to Scala Conversions

Videoapter 8: Azure Synapse Analytics

Azure Synapse Analytics Resource
Azure Synapse Analytics Workspace
Managed Resource Group, SQL Account
Synapse Workspace & Synapse Studio
Operations with Synapse Workspace
ADLS Gen 2 Storage Account, Container
Synapse Studio: Scripts & Pipelines
Dedicated SQL Pools : Creation, Use

Synapse Tables, Data Loads with TSQL
COPY INTO Statements with T-SQL
Row Terminator and Compressions
T-SQL Queries and Aggregations
Aggregation Data Loads in Synapse
Creating Synapse Pipelines with TSQL
Stored Procedure Activity & Triggers

Videoapter 8: Storage ArVideoitecture, Queues

Azure Storage Account : ArVideoitecture
Etag: Replication & Encryption Use
BLOB Types: Block, Append & Page
Access Tiers: Hot, Cool, Cold Types
ArVideoive Access Tier & Retention
Legal Hold & Time Bound Access
Pricing : HNS, Security, Encryption
EndPoint URL & Read-Only Use

Azure File Share Service (Files)
Mounting Files From On-Premise
SMB File Share : Hot, Optimized
Azure Queue Service & Messages
Message Queues : Operations
Storage Explorer Tool with Shares
Azure Storage Services: ETL Needs

Videoapter 8: Scala with ADLS, Azure SQL

Data Imports with Azure SQL DB
Using Scala for Big Data Loads
Spark SQL Queries @ Temp Views
Variables, display(), read()
Scala Transformations, display()
JSON, AVRO and DBFS Mounts
azure.sas.container @ ADLS
write.jdbc() & JVM

JDBC Connection, DataframeWriter
Data Extraction, SQLContext
Spark Context and Spark Session
SQLServerDriver with Scala
ADLS with Scala Notebooks
Parameters (Widgets) with Scala
Compare Python with Scala

Videoapter 9: Synapse Analytics with Spark

Synapse Pipelines: Performance Advantage
Pivot Transformation For Normalization
Generate Pivot Column, Aggregations
Pivot Transformation & Pivot Setting
Pivot Key Selection, Value and Nulls
Pivoted Columns and Column Pattern
Column Prefix, Help Graphic, Metadata
Denormalized Data and Aggregations

ApaVideoe Spark Pool in Azure Synapse
Spark Cluster Nodes: Vcores, Memory
Notebooks : Purpose, Usage Options
Python Notebooks For Remote Access
Creating Databases in ApaVideoe Spark Pool
Data Loads from Dedicated SQL Pools
PySpark Code for Data Operations, Writes

Videoapter 9: Monitoring & Key Vaults

Azure Monitor, Metrics & Activity Logs
Monitoring Azure Storage Namespaces
Add KQL Metrics; Account, Blob and File
Total Ingress and Egress Metrics: Videoarts
Average Latency, Transaction Count
Request Breakdowns, Signal Logic
Azure Alerts & Conditions, Notifications
Signal Logic Conditions and Emails

Key Vaults Types: Standard & Premium
Secret Page, Key Backups, Key Restores
Azure Key Vaults - Name and Vault URI
Inbuilt Managed Key and Azure Key Vault
Key Vaults Types: Standard & Premium
Secret Page, Key Backups, Key Restores
Managed Identity with ETL Process

Videoapter 9: DeltaLake Incr Loads, DWH

Azure DeltaLake Implementation
ACID Properties, Upsert Advantages
Delta Engine Optimizations & Uses
Pipeline Creation: JSON Files in DBFS
Delta Tables Creation, Data Loads
Spark Cluster Settings: Auto Optimize
Auto Compact, Delta Table Optimize
JSON Files, Delta Streaming Location

Joins and Merge with Delta Tables
Incremental Loads, Delta Tables
Create & Use DWH with Databricks
Upsert (Merge) with Spark Tables
Big Data & Jupyter Notebooks
Databricks with Data Factory (ADF)
End to End Implementations

Videoapter 10: Synapse Security & Parameters

Azure Active Directory (AAD) Users, Groups
IAM: Identity & Access Management
Synapse Workspace Security with RBAC
ADF Security: RBAC, Owner, Contributor
Azure Synapse SQL Pool Security: Logins
Creating SQL Logins & Users : master
SQL Users in Azure SQL DB and SQL Pool

Grant, Control, Revoke: Security Roles
Parameters - Creation and Use in Pipelines
Dynamic Connections with Credentials
User Name and Password Connectivity
Dynamic Dataset Configurations
Pipeline Expressions with Parameters
Resource Classes and Usage with SQL Pool

Real-time Project (End to End)

Online Retail Database Data Source
Azure Migrations and ETL Concepts
Azure SQL Pool (Synapse DWH) Tables
ApaVideoe Spark Pool : Databases, Tables
Azure Data Lake Storage (ADLS Gen 2)
Handling Unstructured Data in ADF
End to End Workflows, Automations

Azure Logic Apps: Automated Workflows
Visual Designer & Prebuild Templates
Server Less Integrations in Azure
Workflow, Triggers and Actions
Managed Connectors, Integrations
ARM Template : Deployments
ARM Templates : ADF, ADLS

ADLS with Spark Databases
Aggregations with Big Data Loads
Parameterized ETL Sources
Parameterization & Workflows
Python Notebooks to Scala
Azure SQL DB Connections
ARM Templates & JSON

Project Requirement
Project Solution, FAQs
Concept wise FAQs
Resume Guidance
Mock Interviews (1 to 1)
DP 203 Certification Guidance
DP 203 Sample Papers (Latest)

Videoapter 11: Videoange Data Capture (CDC)

Videoange Data Capture (CDC) Data Loads
Incremental Loads with CDC Types
SQL Server CDC : ETL Load Dates
Pipeline Expression, Data Window
JSON Parameters, Pipeline SVideoeduling
ETL Optimization TeVideoniques

Serverless Pool in Azure Synapse
Connections, Use with Serverless Pool
Using Azure OpenDatasets in Synapse
OPENROWSET and BULK Data Loads
Working with Parquet Files in Synapse
Python Notebooks (Pyspark) in Synapse

Azure Data Engineering with Power BI (For Power BI Registrations)

Power BI with Synapse SQL Pool
Power BI with Synapse Analytics
Get Data: Storage Modes
Direct Query, Performance Inspector
Aggregated Data Analytics
Data Gateways : Auto Refresh

Power BI with ADLS : Record Query
Power BI with ADLS : BLOB Data
Power BI with Spark DB : JDBC
Power BI with Spark DB : User Tken
Power BI with Spark DB : LIVE Data
Power BI with Spark DB : Refresh

Azure Purview : Data Governance
Unified SaaS for Multi Cloud
Data Mapping and Resilence
Automated Data Discovery
Sensitive Data Labels : SQL Server
Interactive Data Lineage

Trusted Data Discovery in Azure
Confidential Data & Trust
DataCatalog, Data Estate Insights
Azure Key Vaults, ADLS Security
Azure Passwords, Keys, Certificates
Azure Key Vaults - Name, Vault URI
Managed Key & ETL Connections

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