SQL Beginner to Advanced For Data Professionals 2024 (MySQL, PostgreSQL, SQL Server)
About Course
SQL Beginner to Advanced For Data Professionals (MySQL, PostgreSQL, SQL Server) π
Dive deep into the world of SQL with Analytix Camp‘s comprehensive course designed for data professionals. Whether you’re just starting or looking to advance your skills, this course covers everything from the basics to complex real-world applications. You’ll learn how to write efficient queries, manipulate data, and gain valuable insights, all while mastering MySQL, PostgreSQL, and SQL Server. π
Course Overview:
Welcome to the World of SQL π Begin your journey into SQL with a solid introduction to the language that powers data management across industries. You’ll learn the basics of SQL syntax, understand the purpose of different database systems, and set the stage for more complex topics.
Basic SQL Queries π Start writing your first SQL queries with confidence. This module will teach you how to retrieve data from databases, perform basic operations, and understand the fundamental concepts of querying. Whether it’s selecting specific columns, filtering data, or ordering results, you’ll become comfortable with the essentials of SQL.
Manipulating Values with Functions π Discover the power of SQL functions to manipulate and transform data. Learn how to use string, numeric, and date functions to modify and extract valuable information from your datasets. This module will enhance your ability to handle various types of data efficiently.
SQL Theory π Build a strong theoretical foundation by understanding the principles that underpin SQL. Explore topics like data normalization, database design, and indexing strategies. This knowledge will empower you to create more efficient queries and optimize your database performance.
Working with Multiple Tables π Move beyond single-table queries and learn how to work with multiple tables using joins. Understand the different types of joinsβinner, outer, cross, and self-joinsβand how to apply them to combine data from different sources. This is a crucial skill for any data professional, enabling you to perform more complex analyses.
MySQL Basics: Complex Queries 𧩠Take your SQL skills to the next level with complex queries in MySQL. Learn how to use subqueries, common table expressions (CTEs), and advanced filtering techniques to solve more challenging data problems. This module will prepare you for real-world scenarios where basic queries aren’t enough.
Hands-On Projects:
- Project 01: World Life Expectancy (Data Cleaning and Exploratory Data Analysis) π Apply your skills to real data with this project focused on life expectancy across the globe. You’ll clean the data, explore patterns, and draw meaningful insights that reflect global health trends.
- Project 02: US Household Income (Data Cleaning and Exploratory Data Analysis) π΅ Dive into the economic landscape of the United States by analyzing household income data. This project will challenge you to clean and analyze large datasets, providing valuable insights into income distribution and economic inequality.
Advanced Projects:
- Project 03 (Advanced) – Real World Application – 365 Hardware Company π’ Transition into more advanced topics with a series of real-world applications focused on different departments within the 365 Hardware Company.
- Finance Department: Sales Reporting π Learn how to generate detailed sales reports using advanced SQL queries. You’ll analyze sales data, identify trends, and create reports that inform business decisions.
- Finance Department: SQL Stored Procedures π οΈ Master the use of stored procedures in SQL to automate repetitive tasks and improve efficiency. This module will teach you how to write and optimize stored procedures that streamline your workflow.
- Marketing Department: Performance Analytics π Analyze marketing performance by diving into campaign data. You’ll learn how to assess the effectiveness of marketing strategies using SQL, providing actionable insights for the marketing team.
- Marketing Department: SQL Database Views πΌοΈ Create and manage SQL views to simplify complex queries and improve data access. This module will teach you how to use views to encapsulate and reuse queries, making your database interactions more efficient.
- Marketing Department: SQL Windows FunctionsΒ π Explore SQL window functions to perform calculations across sets of table rows. This powerful feature will enable you to perform running totals, moving averages, and more.
- Supply Chain Department: SQL Database Triggers π Learn how to implement SQL triggers to automatically respond to changes in your data. You’ll create triggers that maintain data integrity and enforce business rules within the supply chain.
- Supply Chain Department: SQL Database Indexes π Optimize your queries with the use of indexes. This module will teach you how to create and manage indexes to improve the performance of your SQL queries, particularly in large datasets.
Expert Projects:
- Project 04 (Expert) – Real World Application – Digital Marketing Campaign Analysis π In this expert-level project, you’ll analyze a comprehensive Digital Marketing campaign. This project will challenge you to apply all your SQL knowledge to gain deep insights into marketing performance.
- Audience Traffic Sources π¦ Track and analyze the sources of audience traffic. You’ll use SQL to break down the effectiveness of different marketing channels and understand where your audience is coming from.
- Website Performance Metrics π₯οΈ Evaluate website performance by analyzing metrics such as page views, bounce rates, and conversion rates. This module will help you understand how different factors influence website success.
- Channel Portfolio Metrics π Assess the performance of various marketing channels by diving into portfolio metrics. You’ll learn how to use SQL to compare and contrast different channels, identifying which ones drive the most value.
- Business Patterns and Seasonality π Analyze business patterns and seasonality to forecast future performance. This module will teach you how to use SQL to detect seasonal trends and patterns, helping businesses plan for the future.
- Product Level Analysis π Conduct a detailed analysis of product performance. You’ll use SQL to break down sales data by product, helping businesses understand which products are driving revenue.
- Customer Level Analysis π₯ Perform customer segmentation and analysis to understand customer behavior. This module will teach you how to use SQL to identify key customer segments and tailor marketing strategies accordingly.
Why Enroll? By the end of this course, you’ll have mastered SQL across multiple platformsβMySQL, PostgreSQL, and SQL Serverβand be capable of handling complex data challenges with ease. From basic querying to advanced data manipulation and analysis, this course will equip you with the skills needed to thrive in any data-driven environment. π
Join us in the SQL Beginner to Advanced for Data Professionals course and take a significant step forward in your data career. Whether you’re working in finance, marketing, supply chain, or any other field, this course will give you the tools you need to excel as a data professional. π
Course Content
Welcome in the World of SQL
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Course Outline
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Discuss the Career Paths
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What is a Database and it’s need?
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Why learning SQL?
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Explaining DataLake, DataWarehouse and DataMart.
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SQL Server vs MySQL vs PostgresSQL