The Complete Sql Masterclass From Basics To Advanced
Published 12/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.77 GB | Duration: 6h 3m
Published 12/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.77 GB | Duration: 6h 3m
Unlock the Power of PostgreSQL: Learn Database Management, Optimization, and Advanced Features
What you'll learn
Understand core SQL concepts and database fundamentals
Write efficient SQL queries to retrieve, filter, and sort data
Use advanced SQL techniques like joins, subqueries, and window functions
Design and manage relational databases effectively
Optimize database performance with indexing and query optimization
Analyze real-world datasets and extract actionable insights
Utilize PostgreSQL and pgAdmin4 for hands-on database management
Apply advanced SQL skills to solve complex data challenges
Requirements
Basic Computer Skills – Familiarity with using a computer and navigating software
No Prior SQL Knowledge Needed – This course starts from the basics
A Computer with Internet Access – For downloading PostgreSQL, pgAdmin4, and course resources
Willingness to Learn – A keen interest in understanding databases and SQL
(Optional) Basic Understanding of Data – Helpful but not mandatory for beginners
Description
Unlock the full potential of data with The Complete SQL Masterclass, a comprehensive course designed to take you from beginner to advanced in SQL using PostgreSQL and pgAdmin4. Whether you’re a student, data analyst, software developer, or business professional, this course equips you with the tools to confidently work with databases, extract insights, and drive decisions. Starting with the fundamentals, you’ll learn to create and manage databases, write basic queries, and manipulate data. As the course progresses, you’ll dive deeper into advanced topics like joins, subqueries, window functions, and performance optimization techniques. This hands-on course features practical exercises and real-world projects to help you apply your knowledge. Using PostgreSQL, a powerful and versatile database management system, combined with the user-friendly pgAdmin4 interface, you’ll gain in-demand skills that can be directly applied to your professional projects. Key Highlights: - Master essential SQL concepts from scratch. - Explore advanced SQL techniques for complex data analysis. - Learn database design, normalization, and indexing. - Work with real-world datasets to solve practical problems. - Optimize queries for speed and performance. By the end of this course, you’ll have the expertise to handle complex database tasks, enhance your analytical capabilities, and advance your career in data-driven fields. Join now and transform your data skills!
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Getting started on Windows, macOS, and Linux
Lecture 3 How to ask great questions
Lecture 4 FAQ’s
Section 2: Introduction to PostgreSQL
Lecture 5 What is PostgreSQL
Lecture 6 Why Choose PostgreSQL? Futures and Benefits
Lecture 7 Understanding the PostgreSQL Ecosystem
Section 3: Setting up PostgreSQL Server Environment
Lecture 8 Installation and setup (Windows)
Lecture 9 Installation steps for macOS and Linux
Lecture 10 Exploring pgAdmin and Command-Line Tools
Section 4: PostgreSQL Fundamentals
Lecture 11 Relational Database Concepts
Lecture 12 Data Types and Schemas
Lecture 13 Creating and Managing Databases
Section 5: Database Tables
Lecture 14 CREATE a table using pgAdmin
Lecture 15 ALTER a table (modification)
Lecture 16 DELETE a table
Lecture 17 CREATE a table using SQL
Section 6: SQL Commands (CRUD functionality) Queries
Lecture 18 CREATE operation (Insert Data)
Lecture 19 READ operation (Select Data)
Lecture 20 UPDATE operation (Modify Data)
Lecture 21 DELETE operation (Remove Data)
Section 7: Mastering the Basics of SQL
Lecture 22 SQL statement basics
Lecture 23 SELECT statement
Lecture 24 Eliminating Duplicates with SELECT DISTINCT
Lecture 25 COUNT() Column AS statement for Dashboards
Section 8: Data Management: Data Row Filtering Techniques
Lecture 26 SELECT and WHERE Clause
Lecture 27 SELECT and WHERE: Filtering Data in SQL
Lecture 28 Sorting Data with the ORDER BY Clause
Lecture 29 Efficient Data Selection with the LIMIT Clause
Lecture 30 Using LIMIT with an Offset
Section 9: Data Management: Aggregate Functions in SQL
Lecture 31 Using SUM() in SQL: Calculating Total Values
Lecture 32 Calculating Averages with the AVG() Function in SQL
Lecture 33 Finding the Minimum Value with the MIN() Function in SQL
Lecture 34 Extracting the Maximum Value with the MAX() Function in SQL
Lecture 35 Concatenating Values with STRING_AGG() in SQL
Lecture 36 Analyzing Data Variance with the VARIANCE() Function in SQL
Lecture 37 Calculating Standard Deviation with the STDDEV() Function in SQL
Lecture 38 Counting Unique Values with COUNT(DISTINCT) in SQL
Section 10: Data Management: Advanced Aggregate Functions in SQL
Lecture 39 Grouping Data Efficiently with the GROUP BY Clause
Lecture 40 Advanced Data Filtering Leveraging the HAVING Clause in SQL
Section 11: Data Management: JOINS in SQL - Combining Data Across Tables
Lecture 41 Introduction to JOINS in SQL: Combining Data Across Tables
Lecture 42 Writing INNER JOIN: Retrieving Data from Multiple Tables
Lecture 43 Using LEFT JOIN: Retrieving All Records from Left Table
Lecture 44 Right JOIN in SQL: Retrieving Data from the Right Table
Lecture 45 Using FULL OUTER JOIN: Combining Results from Both Tables
Lecture 46 Self JOIN in SQL: Joining a Table to Itself
Lecture 47 Cross Join in SQL: Producing Cartesian Products
Section 12: Data Management: Mastering SQL Constraints for Data Integrity
Lecture 48 Enforcing Non-Null Values with the NOT NULL Constraint
Lecture 49 Ensuring Unique Data with the UNIQUE Constraint
Lecture 50 Uniquely Identifying Records with the PRIMARY KEY Constraint
Lecture 51 Maintaining Referential Integrity with the FOREIGN KEY Constraint
Lecture 52 Validating Data with the CHECK Constraint
Lecture 53 Providing Default Values with the DEFAULT Constraint
Lecture 54 Optimizing Queries with the INDEX Constraint
Section 13: Database Management: Advanced SQL Techniques for Data Mastery
Lecture 55 Mastering Timestamps: Working with Date and Time in SQL
Lecture 56 Mathematical Functions in PostgreSQL: Beyond Basic Arithmetic
Lecture 57 String Manipulation Made Easy: Transform and Analyze Text Data
Lecture 58 Unlocking the Power of Subqueries in PostgreSQL
Lecture 59 Conditional Logic in SQL: Using CASE for Advanced Filtering
Section 14: Database Management: Ensuring Data Security with Backup and Restore
Lecture 60 Mastering Database Backups: Ensuring Data Integrity
Lecture 61 Restoring Databases: Ensuring Business Continuity
Section 15: Database Management: Capstone Project
Lecture 62 Create a Database
Lecture 63 Design the Schema - Company Management System
Lecture 64 Insert Sample Data
Lecture 65 Querying the Data
Lecture 66 Optimizing the Database – Indexing
Lecture 67 Optimizing the Database – Query Analysis
Lecture 68 Optimizing the Database – Vacuum and Analyze
Lecture 69 Optimizing the Database – Partitioning (for Large Data)
Lecture 70 Backup and Restore – Backup the Database
Lecture 71 Backup and Restore – Restore the Database
Section 16: Database - Data Management: Managing Users and Roles
Lecture 72 Login Group / Roles setup
Beginners who want to learn SQL and database management from scratch,Data Analysts and Scientists aiming to enhance their data querying and analysis skills,Software Developers looking to integrate database interactions into their applications,Business Professionals who want to work with data for informed decision-making,Students and Academics seeking foundational and advanced SQL knowledge for projects and research,IT Professionals aiming to manage and optimize databases effectively,Career Changers interested in transitioning into data-related roles or database administration,Anyone eager to master SQL and PostgreSQL for personal or professional growth