Description:
SQL queries for data analytics are used to extract insights from databases. Key operations include SELECT, JOIN, GROUP BY, HAVING, and ORDER BY for filtering, combining, and summarizing data. Common tasks involve calculating averages, totals, and percentages, as well as identifying trends, patterns, and anomalies in datasets.
Key Highlights:
- Data Filtering: Use WHERE to filter data based on conditions.
- Aggregation: Apply GROUP BY with functions like SUM(), AVG(), COUNT() for summarization
- Joining Tables: Use INNER JOIN, LEFT JOIN, etc., to combine data from multiple tables.
- Sorting: Use ORDER BY to sort query results in ascending or descending order.
- Subqueries: Nest queries within SELECT, FROM, or WHERE for complex data retrieval.
What you will learn:
- Basic SQL Syntax: Learn to write and structure simple SQL queries for data extraction.
- Data Aggregation: Master using GROUP BY, COUNT(), SUM(), AVG() to summarize data.
- able Joins: Understand how to combine data from multiple tables using JOIN operations.
- Data Filtering: Learn to filter results with WHERE, AND, OR, and complex conditions.
- Advanced Querying: Get familiar with subqueries, nested queries, and using HAVING for post-aggregation filters.
Introduction to Database & Importance of Database----10 Minutes
Topic |
How to download & Install Database |
How to launch SSMS & connect Database |
Create Database |
Database Objects and Data Types |
Data Handlings as per Data Type |
About Table & Create Table----15 Minutes
Topic |
Insert Data In Table with both Syntax |
Select statement with all columns and specific columns |
Practice with Update & Delete |
Top & Distinct Keywords |
Order By & Order by with Multiple Columns-----30 Minutes
Topic |
Practice with Where clause |
Practice with AND, OR & BETWEEN |
Practice with LIKE |
Practice with NOT, IN & Alias----30 minutes
Topic |
Wildcard Characters |
Working with >, <,>=, <= |
Aggregate Functions |
About Group By and why we use it? |
Practice with Group By |
Practice with Group By with Multiple columns |
Unions and realtime use of Unions |
About Joins & Type of Joins----25 minutes
Topic |
Inner Join and Realtime Use of Inner Join |
Left Join and Realtime Use of Left Join |
Right Join and Realtime Use of Right Join |
Full Join and Realtime Use of Full Join |
Cross Join and Realtime Use of Cross Join |
Self Join and realtime use of Self Join |
Practice with Joins with 3 Tables |
Practice with Joins with 4 Tables |
About Constraints, Type of Constraints ----25 minutes
Topic |
Constraints in detail with Realtime Use |
Operations on a table |
Date Functions and Realtime use |
Handling Nulls and Practice with example |
System Functions and Realtime use |
What is Case Statement and why we use it |
Practice with Case Statement with Multiple Examples |
Sub Query & Co-related Sub Query |
Get nth Position record using sub query |
Exist & Not Exist and its realtime use |
Common Table Expression |
Find duplicate reocrds & Find unique reocrds ----30 minutes
Topic |
Find nth position reocrds |
Find latest records, Find Oldest records & Remove duplicate records----90 minutes
Topic |
Working with Row_Number(), Rank() & Dense Rank() funtions |
What is Index and why we use it |
Type of Index, Create Index, Drop Index, Realtime Use of Index----90 minutes
About Views, Create View and Practice with it----95 minutes
Topic |
About Store Procedures |
Type of Store Procedures and Realtime Use of these |
About Functions, Type of Functions & Practice with Functions----90 minutes
About Trigger, Realtime use of Trigger and Practice with Trigger ----60 minutes
Topic |
Practice on SQL Query preparation on business scenarios-1 |
Practice on SQL Query preparation on business scenarios-2 |
Practice on SQL Query preparation on business scenarios-3 |
Practice on SQL Query preparation on business scenarios-4 |
Practice on SQL Query preparation on business scenarios-5 |
Assignment#1 |
Assignment#2 |
Assignment#3 |
Assignment#4 |
Assignment#5 |
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