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| SQL - Overview |
| What is SQL? |
| MySQL With DBMS & RDBMS, |
| Oracle using PL/SQL, |
| MS Access version of SQL. |
| Why SQL? |
| A Brief History of SQL |
| SQL Process |
| Query Dispatcher |
| Optimization Engines |
| Classic Query Engine |
| SQL Query Engine, etc. |
| SQL Commands |
| DDL - Data Definition Language |
| Command & Description |
| Creates a new table, a view of a table. |
| Modifies an existing database object, such as a table. |
| Deletes an entire table,other objects in the database. |
| DML - Data Manipulation Language |
| Command & Description |
| Retrieves certain records from one or more tables. |
| Creates a record. |
| Modifies records. |
| Deletes records. |
| DCL - Data Control Language |
| Command & Description |
| Gives a privilege to user. |
| Takes back privileges granted from user. |
| SQL - RDBMS Concepts |
| What is RDBMS? |
| What is a table? |
| What is a field? |
| What is a Record or a Row? |
| What is a column? |
| What is a NULL value? |
| SQL Constraints |
| NOT NULL Constraint |
| DEFAULT Constraint |
| UNIQUE Constraint |
| PRIMARY Key |
| FOREIGN Key |
| CHECK Constraint |
| Dropping Constraints |
| Integrity Constraints |
| Data Integrity |
| Entity Integrity |
| Domain Integrity |
| Referential integrity |
| User-Defined Integrity integrity. |
| Database Normalization |
| Eliminating redundant data. |
| Ensuring data dependencies make sense. |
| First Normal Form (1NF) |
| Second Normal Form (2NF) |
| Third Normal Form (3NF) |
| RDBMS Databases |
| Concurrency |
| Read Consistency |
| Locking Mechanisms |
| Quiesce Database |
| Portability |
| Self-managing database |
| SQL*Plus |
| ASM |
| Scheduler |
| Resource Manager |
| Data Warehousing |
| Materialized views |
| Bitmap indexes |
| Table compression |
| Parallel Execution |
| Analytic SQL |
| Data mining |
| Partitioning |
| SQL - Syntax |
| SQL SELECT Statement |
| SQL - SORTING Results |
| SQL DISTINCT Clause |
| SQL WHERE Clause |
| SQL AND/OR Clause |
| SQL IN Clause |
| SQL BETWEEN Clause |
| SQL LIKE Clause |
| SQL ORDER BY Clause |
| SQL GROUP BY Clause |
| SQL COUNT Clause |
| SQL HAVING Clause |
| SQL CREATE TABLE Statement |
| SQL DROP TABLE Statement |
| SQL CREATE INDEX Statement |
| SQL DROP INDEX Statement |
| SQL DESC Statement |
| SQL TRUNCATE TABLE Statement |
| SQL ALTER TABLE Statement |
| SQL ALTER TABLE Statement (Rename) |
| SQL INSERT INTO Statement |
| SQL UPDATE Statement |
| SQL DELETE Statement |
| SQL CREATE DATABASE Statement |
| SQL DROP DATABASE Statement |
| SQL USE Statement |
| SQL COMMIT Statement |
| SQL ROLLBACK Statement |
| DATA TYPES |
| bigint |
| int |
| smallint |
| tinyint |
| bit |
| decimal |
| numeric |
| money |
| smallmoney |
| float |
| real |
| datetime |
| smalldatetime |
| date |
| time |
| char |
| varchar |
| varchar(max) |
| text |
| nchar |
| nvarchar |
| nvarchar(max) |
| ntext |
| binary |
| varbinary |
| varbinary(max) |
| image |
| sql_variant |
| timestamp |
| uniqueidentifier |
| xml |
| cursor |
| table |
| SQL - Operators |
| What is an Operator in SQL |
| SQL Arithmetic Operators |
| + (Addition) |
| - (Subtraction) |
| * (Multiplication) |
| / (Division) |
| % (Modulus) |
| SQL Comparison Operators |
| = |
| != |
| <> |
| > |
| < |
| >= |
| <= |
| !< |
| !> |
| SQL Logical Operators |
| ALL |
| AND |
| ANY |
| BETWEEN |
| EXISTS |
| IN |
| LIKE |
| NOT |
| OR |
| IS NULL |
| UNIQUE |
| SQL - Expressions |
| Boolean |
| Numeric |
| Date |
| SQL - Using Joins |
| INNER JOIN |
| LEFT JOIN |
| RIGHT JOIN |
| FULL JOIN |
| SELF JOIN |
| CARTESIAN JOIN |
| SQL - UNIONS CLAUSE |
| The same number of columns selected |
| The same number of column expressions |
| The same data type and |
| Have them in the same order |
| SQL - NULL Values |
| SQL - Alias Syntax |
| SQL - Indexes |
| SQL - Using Views |
| Structure data in a way that users find intuitive. |
| Restrict access to the data. |
| Summarize data from various tables. |
| SQL - Transactions |
| Atomicity |
| Consistency |
| Isolatio |
| Durability |
| SQL - Wildcard Operators |
| The percent sign (%) |
| The underscore (_) |
| SQL - Date Functions |
| ADDDATE() |
| Adds dates |
| ADDTIME() |
| Adds time |
| CONVERT_TZ() |
| CURDATE() |
| Returns the current date |
| CURRENT_DATE(), CURRENT_DATE |
| Synonyms for CURDATE() |
| CURRENT_TIME(), CURRENT_TIME |
| Synonyms for CURTIME() |
| CURRENT_TIMESTAMP(), CURRENT_TIMESTAMP |
| Synonyms for NOW() |
| CURTIME() |
| DATE_ADD() |
| Adds two dates |
| DATE_FORMAT() |
| Formats date as specified |
| DATE_SUB() |
| Subtracts two dates |
| DATE() |
| DATEDIFF() |
| DAY() |
| Synonym for DAYOFMONTH() |
| DAYNAME() |
| DAYOFMONTH() |
| Returns the day of the month (1-31) |
| DAYOFWEEK() |
| DAYOFYEAR() |
| Returns the day of the year (1-366) |
| EXTRACT |
| Extracts part of a date |
| FROM_DAYS() |
| FROM_UNIXTIME() |
| HOUR() |
| Extracts the hour |
| LAST_DAY |
| LOCALTIME(), LOCALTIME |
| Synonym for NOW() |
| LOCALTIMESTAMP, LOCALTIMESTAMP() |
| Synonym for NOW() |
| MAKEDATE() |
| MAKETIME |
| MAKETIME() |
| MICROSECOND() |
| MINUTE() |
| MONTH() |
| MONTHNAME() |
| NOW() |
| PERIOD_ADD() |
| PERIOD_DIFF() |
| QUARTER() |
| SEC_TO_TIME() |
| SECOND() |
| STR_TO_DATE() |
| SUBDATE() |
| SUBTIME() |
| SYSDATE() |
| TIME_FORMAT() |
| Formats as time |
| TIME_TO_SEC() |
| TIME() |
| TIMEDIFF() |
| TIMESTAMP() |
| TIMESTAMPADD() |
| TIMESTAMPDIFF() |
| TO_DAYS() |
| UNIX_TIMESTAMP() |
| UTC_DATE() |
| UTC_TIME() |
| UTC_TIMESTAMP() |
| WEEK() |
| WEEKDAY() |
| WEEKOFYEAR() |
| YEAR() |
| YEARWEEK() |
| Unit Values |
| MICROSECOND |
| SECOND |
| MINUTE |
| HOUR |
| DAY |
| WEEK |
| MONTH |
| QUARTER |
| YEAR |
| SECOND_MICROSECOND |
| MINUTE_MICROSECOND |
| MINUTE_SECOND |
| HOUR_MICROSECOND |
| HOUR_SECOND |
| HOUR_MINUTE |
| DAY_MICROSECOND |
| DAY_SECOND |
| DAY_MINUTE |
| DAY_HOUR |
| YEAR_MONTH |
| TIMESTAMPADD |
| FRAC_SECOND |
| SECOND, MINUTE |
| HOUR, DAY |
| WEEK |
| MONTH |
| QUARTER or |
| YEAR |
| SQL - Temporary Tables |
| Inserting Temporary Tables |
| Dropping Temporary Tables |
| SQL - Clone Tables |
| SQL - Sub Queries |
| Subqueries must be enclosed within parentheses. |
| A subquery can have only one column in the SELECT clause. |
| The GROUP BY command can be used. |
| Subqueries that return more than one row. |
| The SELECT evaluate to a BLOB, ARRAY, CLOB, or NCLOB. |
| A subquery cannot be immediately enclosed in a set function. |
| The BETWEEN operator cannot be used with a subquery. |
| SQL - Using Sequences |
| Using AUTO_INCREMENT column |
| Obtain AUTO_INCREMENT Values |
| Renumbering an Existing Sequence |
| Starting a Sequence at a Particular Value |
| SQL - Handling Duplicates |
| SQL - Injection |
| SQL - Database Tunning |
Power BI Introduction
? Data Visualization, Reporting
? Business Intelligence (BI), Traditional BI, Self-Serviced BI
? Cloud Based BI, On Premise BI
? Power BI Products
? Power BI Desktop (Power Query, Power Pivot, Power View)
? Flow of Work in Power BI Desktop
? Power BI Report Server, Power BI Service, Power BI Mobile Flow
? of Work in Power BI / Power BI Architecture
? A Brief History of Power BI
Power Query
? Data Transformation, Benefits of Data Transformation
? Shape or Transform Data using Power Query
? Overview of Power Query / Query Editor, Query Editor User Interface The
? Ribbon (Home, Transform, Add Column, View Tabs)
? The Queries Pane, The Data View / Results Pane, The Query Settings Pane, FormulaBar
? Saving the Work
? Datatypes, Changing the Datatype of a Column Filter
? in Power Query
? Auto Filter / Basic Filtering
? Filter a Column using Text Filters
? Filter a Column using Number Filters
? Filter a Column using Date Filters
? Filter Multiple Columns
? Remove Columns / Remove Other Columns
? Name / Rename a Column
? Reorder Columns or Sort Columns
? Add Column / Custom Column Split
? Columns
? Merge Columns
? PIVOT, UNPIVOT Columns
? Transpose Columns
? Header Row or Use First Row as Headers
? Keep Top Rows, Keep Bottom Rows Keep
? Range of Rows
? Keep Duplicates, Keep Errors
? Remove Top Rows, Remove Bottom Rows, Remove Alternative Rows
? Remove Duplicates, Remove Blank Rows, Remove Errors
? Group Rows / Group By
M Language
? IF..ELSE Conditions, Transform Column () Types
? Remove Columns (), Split Columns (),Replace Value()
? Table. Distinct Options and GROUP BY Options Table. ? Group (), Table. Sort () with Type Conversions PIVOT
? Operation and Table. Pivot(). List Functions Using
? Parameters with M Language
Data Modeling
? Data Modeling Introduction
? Relationship, Need of Relationship
? Relationship Types / Cardinality in General
? One-to-One, One-to-Many (or Many-to-One), Many-to-Many
? AutoDetect the relationship, Create a new relationship, Edit existing relationships
? Make Relationship Active or Inactive
? Delete a relationship
DAX
? What is DAX, Calculated Column, Measures
? DAX Table and Column Name Syntax
? Creating Calculated Columns, Creating Measures Calculated
? Columns Vs Measures
? DAX Syntax & Operators
? DAX Operators
? Types of Operators
? Arithmetic Operators, Comparison Operators, Text Concatenation Operator, Logical
? Operators
DAX Functions Types
? Date and Time Functions
? Text Functions
? Logical Functions
? Math & Statistical Functions
? Filter Functions
Time Intelligence Functions
Date and Time Functions
? YEAR, MONTH, DAY
? WEEKDAY, WEEKNUM
? FORMAT (Text Function) à Month Name, Weekday Name
? DATE, TODAY, NOW
? HOUR, MINUTE, SECOND, TIME
? DATEDIFF, CALENDAR
? Creating Date Dimension Table
Text Functions
? LEN, CONCATENATE (&)
? LEFT, RIGHT, MID UPPER,
? LOWER
? TRIM, SUBSTITUTE, BLANK
Logical Functions
? IF
? TRUE, FALSE NOT, ? OR, IN, AND
? IFERROR SWITCH
Math & Statistical Functions
? INT
? ROUND, ROUNDUP, ROUNDDOWN
? DIVIDE
? EVEN, ODD
? POWER, SIGN
? SQRT, FACT
? SUM, SUMX
? MIN, MINX
? MAX, MAXX
? COUNT, COUNTX
? AVERAGE, AVERAGEX
? COUNTROWS, COUNTBLANK
Filter Functions
? CALCULATE
? ALL
? RELATED
? Report View
Report View User Interface
? Fields Pane, Visualizations pane, Ribbon, Views, Pages Tab, Canvas Visual
? Interactions
? Interaction Type (Filter, Highlight, None)
? Visual Interactions Default Behavior, Changing the Interaction
Grouping and Binning Introduction
? Using grouping, Creating Groups on Text Columns
? Using binning, Creating Bins on Number Column and Date Columns
? Sorting Data in Visuals
? Changing the Sort Column, Changing the Sort Order
? Sort using column that is not used in the Visualization
? Sort using the Sort by Column button
? Hierarchy Introduction, Default Date Hierarchy
? Creating Hierarchy, Creating Custom Date Hierarchy
? Change Hierarchy Levels
? Drill-Up and Drill-Down Reports
? Data Actions, Drill Down, Drill Up, Show Next Leve
Visualizations
? Visualizing Data, Why Visualizations
? Visualization types, Create and Format Bar and Column Charts
? Create and Format Stacked Bar Chart Stacked Column Chart Create
? and Format Clustered Bar Chart, Clustered Column Chart
? Create and Format 100% Stacked Bar Chart, 100% Stacked Column Chart Createand
? Format Pie and Donut Charts
? Create and Format Scatter Charts
? Create and Format Table Visual, Matrix Visualization
? Line and Area Charts
? Create and Format Line Chart, Area Chart, Stacked Area Chart
? Combo Charts
? Create and Format Line and Stacked Column Chart, Line and Clustered ColumnChart
? Create and Format Ribbon Chart, Waterfall Chart, Funnel Chart
Power BI Service
? Power BI Service Introduction, Power BI Cloud Architecture
? Creating Power BI Service Account, SIGN IN to Power BI Service Account
? Publishing Reports to the Power BI service, Import / Getting the Report to PBI ServiceMy
? Workspace / App Workspaces Tabs
? DATASETS, WORKBOOKS, REPORTS, DASHBOARDS
? Working with Datasets, Creating Reports in Cloud using Published Datasets
Creating Dashboards
? Pin Visuals and Pin LIVE Report Pages to Dashboard
? Advantages of Dashboards
? Interacting with Dashboards
? Formatting Dashboard
? Sharing Dashboard
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