Introduction
  • Intro Video
  • Some Additional Resources!!
  • BONUS: Learning Paths
  • Get the materials
  • Your Shortcut To Becoming A Better Data Scientist!
Installation
  • Welcome to this section! This is what you wil learn
  • Updates on Udemy Reviews
  • Installation: PostgreSQL & PgAdmin 4 for Windows
  • Installation: PostgreSQL & PgAdmin 4 for MAC OS
  • Installation: MS SQL Server & MS SQL Server Management Studio (SSMS) for Windows
Preparation
  • Welcome to this section! This is what you will learn
  • The challenge: Investigating Consumer Complaints
  • Upload Consumer Complaints
  • Getting To Know The PGADMIN
  • Upload COnsumer COmplaints MS SQL
  • Getting to know MS SQL SERVER
Basics of SQL
  • Welcome to this section! This is what you will learn
  • Theory Select Query
  • Time to write your first query in PostgreSQL
  • Adding a filter using WHERE in PostgreSQL
  • Logical conditions AND, OR in PostgreSQL
  • Using wildcards % and _ (advanced tutorial)
  • Comments in SQL
  • Getting to write your first query MS SQL
  • Where MS SQL
  • Logical conditions, AND OR MS SQL
  • Using wildcards MS SQL
  • Comments in SQL MS SQL
  • Basics of SQL quiz
Working With Data
  • Welcome to this section! This is what you will learn
  • The challenge: Analyzing Console Games Sales
  • Uploading Console Games Dataset
  • Working with arithmetic data types
  • ORDER BY
  • WORKING WITH VARCHARS
  • WORKING WITH DATES
  • Implicit Data Conversion in SQL
  • WORKING WITH NULL
  • Uploading Console Games DATASET MS SQL
  • Working with arithmetic data types MS SQL
  • ORDER BY MS SQL
  • Working with VARCHAR MS SQL
  • Working with Dates MS SQL
  • Implicit DATA conversion MS SQL
  • Working With Data quiz
Fundamentals of Database Theory
  • Welcome to this section! This is what you will learn
  • Structured vs Unstructured Data
  • Elements Of a Database
  • Relational Keys
  • Relational Database
  • Functional Dependency
Joining tables in SQL
  • Welcome to this section! This is what you wil learn
  • Types of Joins
  • Duplicates in Joins
  • Joining on multiple fields
  • The challenge: The Vet's Clinic
  • Upload the data
  • Your First Left Outer Join
  • Joins Tips & Tricks
  • Inner Join
  • Full Outer join
  • Joining on Multiple Fields (Practice)
  • Complex Joins
  • Cleaning up your Join
  • Cross Join (advanced tutorial)
  • Upload The Data - MS SQL
  • Your First Left Outer Join - MS SQL
  • Joins Tips & Tricks - MS SQL
  • Inner Join - MS SQL
  • Full Outer Join - MS SQL
  • Joining on Multiple Fields (Practice) - MS SQL
  • Complex Joins - MS SQL
  • Cleaning Up Your Join - MS SQL
  • Cross Join (advanced tutorial) - MS SQL
Creating Tables in SQL
  • Welcome to this section! This is what you will learn
  • Create Database
  • Create Table
  • Insert Data
  • Alter Table
  • Drop Table
  • Create Database MS SQL
  • Create Table MS SQL
  • Insert Data MS SQL
  • ALTER TABLE MS SQL
  • DROP TABLE MS SQL
  • Creating Tables in SQL quiz
Database Design
  • Welcome to this section! This is what you wil learn
  • MS SQL Server: What is Database Normalization?
  • Prime and non-prime attributes
  • First Normal Form (1NF)
  • Second Normal Form (2NF)