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The Complete SQL Bootcamp for Aspiring Data Scientists [Video]
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Subscription
FREE
Video
$69.99
What do you get with a Packt Subscription?
What do you get with a Packt Subscription?
What do you get with Video + Subscription?
What do you get with a Packt Subscription?
What do you get with eBook?
What do I get with Print?
What do you get with video?
What do you get with Audiobook?
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Free ChapterIntroduction
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DDL and DML Statements
- DDL: Create Database Graphically
- DDL: Create Database Using Query
- Add Comments
- DDL: Alter Database Command
- DDL: Delete a Database
- Data Types
- DDL: Create Table
- DML: Insert Data in Table
- DDL: Create Table with Identity Column
- DDL: Alter Table Command
- DDL: Drop the Table
- DML: Delete the Table
- DDL: Truncate the Table
- What Is Schema?
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Data Integrity
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Querying the Database
- Import Data from Excel
- SELECT Statement
- SELECT with DISTINCT and TOP Clause
- WHERE Clause with Comparison Operators
- WHERE Clause with Logical Operators
- WHERE Clause with Range Operators
- WHERE Clause with List Operators
- WHERE Clause with Wildcard Operators
- WHERE Clause with IS NULL / IS NOT NULL Operators
- WHERE Clause with Update Command
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Sort, Aggregate, Group, and Filter the Data
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Functions
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Joins
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SQL Query Order of Execution
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CASE, IF ELSE Statement, and Set Operators
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Views
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Writing Subqueries and Common Table Expressions (CTE)
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Stored Procedures
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Window Functions for Advanced Querying
About this video
Welcome to this SQL Server course designed to cater to aspiring data professionals and anyone looking to enhance their SQL skills. We will begin with the fundamentals, covering SQL syntax, data types, and essential querying techniques. You will learn how to write powerful SQL queries to retrieve, filter, and sort data, as well as perform calculations, and leverage aggregate functions.
In the second part of the course, we will dive into advanced SQL for data science. Joining tables, using subqueries, and employing window functions are vital skills for complex data retrieval and analysis. You will learn how to combine data from multiple tables, create intricate queries, and extract valuable insights from large datasets.
Lastly, we will focus on database management and optimization. You will gain the skills to efficiently manage SQL Server databases, including database design, indexing, and performance tuning. This knowledge is crucial for ensuring that your databases run smoothly and deliver optimal performance.
By the end of this course, you will have gained the confidence and expertise to utilize SQL for data science tasks, ranging from data exploration and manipulation to advanced analytics and reporting.
- Publication date:
- August 2023
- Publisher
- Packt
- Duration
- 8 hours 10 minutes
- ISBN
- 9781835461808