Introduction to SQL | 365 Data Science Courses
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SQL is one of the fundamental programming languages you need to learn to work with databases. When you are a data scientist in a company and you need data to perform your analysis, you usually have two options: extract it on your own or contact the IT team. Of course, the ability to extract your own data is an extremely valuable skill to have. In this course, we will teach you everything you need to know in terms of database management and creating SQL queries.
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Video Timestamps:
0:00 Welcome to SQL
4:00 Why SQL?
7:17 Why MySQL?
9:15 Introduction to databases
13:59 SQL as a declarative language
16:10 Data definition language (DDL)
20:23 SQL keywords
21:35 Data manipulation language (DML)
26:30 Data control language (DCL)
31:34 Transaction control language (TCL)
Whether you are working in business intelligence (BI), data science, database administration, or back-end development, you will have to retrieve information from a server storing large amounts of data. To achieve this, you need SQL. The relational database management system we chose for this course is MySQL. We did that because MySQL is open-source, reliable, and mature. In one of the videos of this section, we will provide you with step-by-step guidance when you install MySQL Server and MySQL Workbench. The introductory part of this course pays significant attention to database theory. You will learn the meaning of terms like database, data table, data entity, record, field, relation, and more.
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Population vs Sample
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Data Science & Statistics: Levels of measurement
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Statistics Tutorials: Mean, median and mode
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Skewness
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What is a distribution?
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The Normal Distribution
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Central limit theorem
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Student's T Distribution
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Type I error vs Type II error
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Hypothesis testing. Null vs alternative
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The linear regression model
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Simple linear regression model. Geometrical representation
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INDEX and MATCH application of the two functions separately and combined [Advanced Excel]
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INDIRECT Excel Function: How it works and when to use it [Advanced Excel]
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VLOOKUP and MATCH another useful functions combination [Advanced Excel]
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VLOOKUP COLUMN and ROW - Handle large data tables with ease [Advanced Excel]
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The ELIF keyword [Python Fundamentals]
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Working with Tuples in Python
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Database Terminology - A Beginners Guide
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Relational Database Essentials
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Database vs Spreadsheet - Advantages and Disadvantages
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Conditional Statements and Loops
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Backpropagation โ The Math Behind Optimization
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Monte Carlo: Forecasting Stock Prices Part I
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Monte Carlo: Forecasting Stock Prices Part II
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Monte Carlo: Forecasting Stock Prices Part III
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365 Data Science Online Program
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Data frames - Creating a data frame
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Data Science & Statistics: Slicing a matrix in R
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Data frames in R - Exporting data in R
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Data frames in R - Transforming data PART II
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Data Frames in R - Subsetting a data frame
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Data Science & Statistics: Matrix arithmetic in R
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Data Science & Statistics: Indexing an element from a matrix
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Data Frames in R - Extending a data frame
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Data Science & Statistics: Creating a matrix in R FASTER
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Data Science & Statistics: Creating a Matrix in R
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Data frames - Importing data in R
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Data frames in R - Getting a sense of your data
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Data frames in R - Transforming data PART I
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Data frames in R - Import a CSV in R
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Data Science & Statistics: Matrix operations in R
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Data Science & Statistics: Matrix recycling in R
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Tableau vs Excel: When to use Tableau and when to use Excel
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Download Tableau: Learn how to download Tableau Public
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Connecting data sources: Useful tips when connecting data sources to Tableau
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The Tableau interface: See how to navigate through the Tableau interface
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Tableau data visualization: Create your first Tableau visualization!
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Duplicating sheets: This is how to duplicate a sheet in Tableau
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Build a table in Tableau: The steps needed to create a simple table in Tableau
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Custom fields in Tableau: Using Tableau operators to create custom fields
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Custom fields in Tableau: Add calculations to tables through custom fields
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Totals in Tableau: Learn how to display subtotals and totals in Tableau
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Gross Margin calculation in Tableau
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What is a filter in Tableau: Set up a filter in Tableau to specify the data you want to show
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Joins in Tableau: Inner, outer, left, or a right join in Tableau
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Building a Tableau dashboard: Three types of charts you want to have in a Tableau dashboard
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Creating great looking charts in Tableau: Real life Exercise on charts in Tableau
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Joins in Tableau: Choose the correct join type
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How to make a data check in Tableau: A quick data check is better than no data check
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Chapters (10)
Welcome to SQL
4:00
Why SQL?
7:17
Why MySQL?
9:15
Introduction to databases
13:59
SQL as a declarative language
16:10
Data definition language (DDL)
20:23
SQL keywords
21:35
Data manipulation language (DML)
26:30
Data control language (DCL)
31:34
Transaction control language (TCL)
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Tutor Explanation
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