Next Batch Starts On March 16th, 2023
-
00 Days
-
00 Hours
-
00 Minutes
-
00 Seconds
Course curriculum
-
-
Course Introduction
-
Course Overview
-
Before we begin...
-
-
-
Introduction: Overview of SQL Essentials for Data Engineering
-
Week 1 and 2 - Learning Outcomes of SQL Revision for Data Engineering
-
Key Activities & Technical Support
-
-
-
Introduction to SQL Revision for Data Engineering
-
Overview of Application Architecture and RDBMS
-
Overview of Database Technologies and relevance of SQL
-
Overview of Purpose Built Databases
-
Overview of Data Warehouse and Data Lake
-
Usage of RDBMS and Data Warehouse technologies
-
Differences and Similarities between RDBMS and Data Warehouse Technologies
-
-
-
Introduction to Setting up Tools for Data Engineering Essentials
-
Setup Git on Windows for Code Versioning
-
Setup VS Code on Windows
-
Setup Python 3.9 on Windows
-
Configure Environment Variable PATH for Python on Windows
-
Overview of learning Python using Python CLI
-
Integrate VSCode with Python on Windows
-
Install Postgres 14 on Windows 11
-
Getting Started with pgAdmin on Windows
-
Getting Started with pgAdmin on Mac
-
Conclusion of Setting up Tools for Data Engineering Essentials
-
-
-
Overview of Postgres Database Server and pgAdmin
-
Overview of Database Connection Details
-
Overview of Connecting to External Databases using pgAdmin
-
Create Application Database and User in Postgres Database Server
-
Clone Data Sets from Git Repository for Database Scripts
-
Register Server in pgAdmin using Application Database and User
-
Setup Application Tables and Data in Postgres Database
-
Overview of pgAdmin to write SQL Queries
-
-
-
Review Data Model Diagram
-
Define Problem Statement for SQL Queries
-
Filtering Data using SQL Queries
-
Total Aggregations using SQL Queries
-
Group By Aggregations using SQL Queries
-
Order of Execution of SQL Queries
-
Rules and Restrictions to Group and Filter Data in SQL queries
-
Filter Data based on Aggregated Results using Group By and Having
-
Inner Joins using SQL Queries
-
Outer Joins using SQL Queries
-
Filter and Aggregate on Join Results using SQL
-
Overview of Database Views
-
Overview of Common Table Expressions or CTEs
-
Outer Join with Additional Conditions in SQL Queries
-
Explanation about Fix of SQL Queries with Filtering on Outer Join Results
-
About this course
- 270 lessons
- 19.5 hours of video content