Data Analytics Course Syllabus

Course Highlights and Why Data Analytics Course at Sedulous Software?

Data Analytics Course in Chennai FITA Academy’s Data Analytics Course is designed to integrate theoretical principles with real-world applications.
By the end of this course, you will gain proficiency in industry-leading tools and languages like Python, R, Tableau, Power BI, SAS, and Excel, along with advanced data visualization techniques.
Learn statistical modeling and predictive techniques to interpret complex results and solve critical challenges with data-driven decisions.
You will acquire expertise in statistical predictive models, interpreting results, and solving business problems.
Upon completion, students will get a course completion certificate, which helps their profile stand out for high-paying data analytics careers.
Our data analytics course in Chennai offers flexible class schedules for freshers with weekend, weekday, and fast-track session options.
FITA Academy has strong tie-ups with over 3,000 companies that actively hire for data analyst and related roles.

Data Analytics Course Objectives

From data discovery to final deliverables, our data analytics course in Chennai teaches the complete data analytics lifecycle and familiarises you with big data.
To understand how to make data models for practical analysis and see the point of planning data models concerning big data analytics.
By learning the art of data cleaning, which is the first step in data analysis, you will learn the skills and methods that are important for data processing.
Applicants can access the skills required for data analysis through the R programming language.
Using the theory and computational aspects of machine learning in Big Data analytics, we provide students with hands-on experience using machine learning techniques in data analysis.
To learn how to apply Hadoop and MapReduce for analytics on unstructured data and understand the significance of these tools in handling large volumes of diverse data, a core aspect of the Data Analyst Course in Chennai.

Data Analytics Syllabus

Data Analytics Fundamentals

What is Data Analytics?
Data Analytics vs Data Science vs AI
Why is Data Analytics Important?
Where is Data Analytics used?
Future of Data Analytics
Opportunities in Data Analytics
Popular Tools for Data Analytics - Tableau, Power BI
Other data analytics tools
Role of SQL in Data Analytics
Importance of Statistics

Structured Query Language

SQL Introduction

SQL Introduction
SQL Basic Overview
Query Language
SQL Server
MySQL
Oracle Database

SQL Database User

SQL*Plus
Connect with System User
Create a new Database User
Log into new User

SQL Database

Create Database
Delete or Drop Database
Use Database
Create Database in SQL Server
Rename Database

SQL Table

Create table
Create Table in SQL Server
Delete or Drop table
Insert Data into table
Select Distinct
Select Top
Where Clause
Aliases
Update Table
AND, OR, NOT
IN
Between
Order By
Group By
Rank
Dense_Rank
Having
Exists
ANY and ALL
CASE Statement
Select Into
Alter Table
Order of execution of a Query

SQL Constraints

Constraints Introduction
Not Null
Unique
Primary Key
Foreign Key
Check
Default
Index
Auto Increment Field
Cascading referential integrity constraint
Identity Column in SQL Server

SQL Keywords

Keywords Introduction

SQL Data Types

Data Types Introduction

SQL Operators

Operators Introduction

SQL Wildcard Characters

Wildcard Introduction
Like

SQL Joins

Joins Introduction
Inner Join
Left Join
Right Join
Full Join
Self Join
Union
Cross Join
Advanced Join

SQL Aggregate Function

Introduction
Min
Max
Count
Avg
Sum

SQL Views

Views Introduction
Advantages of View
Updateable Views
Limitations of views

SQL Dates

Dates Introduction

SQL Stored Procedures

Stored Procedures Introduction

SQL Functions

Functions Introduction
Table Valued Functions
Scalar Valued Functions
Stored Procedure VS Function
Multi-Statement Table Valued Functions
Function WITH ENCRYPTION
Function WITH SCHEMABINDING

String Functions in SQL Server

Ascii()
Char()
Ltrim()
Rtrim()
Lower()
Upper()
Reverse()
Len()
Left()
Right()
CharIndex()
Replace()
Stuff()

SQL Server Date Functions

ISDATE()
DAY()
MONTH()
YEAR()
DATENAME()
DATEPART()
DATEADD ()
DATEDIFF()
Real time Example

Other Functions in SQL Server

Cast()
Convert()

Mathematical Functions in SQL Server

Mathematical Functions

Backup and Restore

Backup in SQL Server
Database Restore

Mastering Power BI

Data Analytics Using Python

Sedulous Software Training Hub

Course Highlights and Why Data Analytics Course at Sedulous Software?

Data Analytics Syllabus