BEST DATA ANALYTICS COURSE IN PIMPRI CHINCHWAD

Introduction to MySQL. Installation of MySQL server. Download sample database .Load sample database to work

Module 2:
Writing Basic SQL
Basic SELECT Statement
Selecting All Columns
Selecting Specic Columns
Writing SQL Statements
Column Heading Defaults
Arithmetic Expressions
Using Arithmetic Operators
Operator Precedence
Using Parentheses
Dening a Null
Dening a Column Alias
Using Column Aliases
Concatenation Operator
Using the Concatenation Operator
Literal Character Strings
Using Literal Character Strings
Duplicate Rows
Eliminating Duplicate Rows

Module 3:
Restricting and Sorting Data
Limiting Rows Using a Selection
Limiting the Rows Selected
Using the WHERE Clause
Character Strings and Dates
Comparison Conditions
Using Comparison Conditions
Other Comparison Conditions
Using the BETWEEN Condition
Using the IN Condition
Using the LIKE Condition
Using the NULL Conditions
Logical Conditions
Using the AND Operator
Using the OR Operator
Using the NOT Operator
Rules of Precedence
ORDER BY Clause
Sorting in Descending Order
Sorting by Column Alias
Sorting by Multiple Columns

Module 4:
Working on DDL Commands
Relational Database Management System (RDBMS)
Normalization
Create Database objects
Data Types in SQL
Alter Table Statements
Drop Table Statements
Various Constraints
Creating Views

Module 5:
Working on DML statements
Data Manipulation Language
Adding a New Row to a Table
The INSERT Statement Syntax 8-5
Inserting New Rows
Inserting Rows with Null Values
Inserting Special Values
Inserting Specic Date Values
Creating a Script
Copying Rows from Another Table
Changing Data in a Table
The UPDATE Statement Syntax
Updating Rows in a Table
Updating Two Columns with a Subquery
Updating Rows Based on Another Table
Updating Rows: Integrity Constraint Error
Removing a Row from a Table
The DELETE Statement
Deleting Rows from a Table
Deleting Rows Based on Another Table
Deleting Rows: Integrity Constraint Error
Using a Subquery in an INSERT Statement

Module 6:
Working on multiple tables and Retrieve records from multiple tables
Self-Join
Inner Join
Left Join
Right Join
Cross Join

Module 7:
Working on multiple tables and Retrieve records from multiple tables
Self-Join
Inner Join
Left Join
Right Join
Cross Join

Module 8:
Working on multiple tables and Retrieve records from multiple tables
Self-Join
Inner Join
Left Join
Right Join
Cross Join

Module 9:
Working on subqueries
Using a Subquery to Solve a Problem
Subquery Syntax
Using a Subquery
Guidelines for Using Subqueries
Types of Subqueries
Single-Row Subqueries
Executing Single-Row Subqueries
Using Group Functions in a Subquery
The HAVING Clause with Subqueries
Multiple-Row Subqueries
Using the ANY Operator in Multiple-Row Subqueries
Using the ALL Operator in Multiple-Row Subqueries
Null Values in a Subquery

Module 10:
Use of built-in function in SQL
Conversion Function
Logical Functions
Math Function
Aggregate Functions
String Functions
Date Functions

Introduction to Data warehouse
Data warehouse Tools
What is Power BI?
Power BI – Flow of Activity
Building Blocks of Power BI
Power BI – Primary Tools : Power Pivot, Power Query,
Power View, Power Map, Power Q&A, Power BI Desktop

Power BI Desktop – Install
Data Sources and Connections
Connect to Data in Power BI Desktop
How to use Query Editor in Power BI
Advanced Data Changes and Transformation
Views in Power BI Desktop
Modeling Data - Manage Data Relationship,
Create Calculated Columns, Optimize Data Models

What is DAX?
Data Types in DAX
Calculation Types
DAX Functions : Date and Time, Time IIntelligence,
Information, Logical, Mathematical, Statistical, Text,
Aggregate Measures in DAX
Table Relationships and DAX

Why Data Visualization
Practices for Data Visualization
How to use Visual in Power BI
Reports in Power BI
Charts in Power BI (Scatter, Waterfall, Funnel)
Slicers
Map Visualizations
Gauges and Single Number Cards

What Are Custom Visuals?
Ofce Store
Downloading Custom Visuals
Importing Custom Visuals in Power BI Report
KPI Visuals
Data Binding in Power BI
Power BI Integration page And Administration
Data Gateways
Content packs
Power BI Report Server
Power BI Embedded
Power BI Embedded Conceptual Model
Workspace Collection
Adding Power BI content to a Workspace
Application Authentication Tokens
Parts of Power BI embedded - REST API
Power BI Embedding without an Embed Token
Power BI Embedding with an Embed Token
Power BI Q&A

Dashboard vs Reports
Creating a Dashboard
Dashboard Tiles
Pinning Tiles
Quick Insights with Power BI
Power BI Publisher for Excel

Overview of Tableau
Data visualization and analytics
Elements of the Tableau dashboard
Understanding the signicance of Tableau Desktop and Tableau Server
Extensively work with data visualization using line, bar, area,
stacked bar, and multi line charts
Connecting with Excel data

Various data representation techniques
Like Tables
Graphs and Maps understanding the basics of Tree Map
Histogram
Filled Map
Symbol Map
Pie Chart
Trend Lines
Normal Tables and Multi measure Tables

Understanding the conditions and methodology for joining Tables
Knowledge of Multi Table Joins

Working with Table
Creation of Calculated Fields
Duplicating and renaming columns
Conversion of data types
Default aggregation

Tableau Hierarchy creation
Static Group creation
Deploying functions for Group creation

The various options of Sorting in Tableau
Sorting of Multi-dimensional graph
Deploying combined fields and setting sorting priorities

Working with Dual Line Charts
Multiline Chart
Donut Chart
Pie Chart
Working with Measure Name and Measure Values
Learning about the different type of Single Axis Histogram,
Dual Axis Histogram

Learning about the different type of Single Axis Histogram
Dual Axis Histogram

Understanding how to design and work with Pareto Chart

Deploying Motion Chart for data that changes over time using x and y axes

Representation of numerical data through quartiles using Box Plot

Deploying the Exclude function in LOD

Introduction to R Statistical computing
The various applications and use cases of R
Deploying R on the Tableau platform
Learning the R functions in Tableau
The concept of Outliers in Tableau

Learning how to deploy K-means clustering in order to group and parse data in Tableau.

Tableau StoryTelling
The art of telling stories with Tableau, the importance of story point and determining when to deploy Tableau Storytelling

Converting the data available on a Graph into a Visual Storytelling endeavour