Advanced SQL: MySQL for Data Analysis
Categories: Data Analyst, Database
About Course
- Prerequisite SQL Skills Assessment In this section we’ll address the core SQL/MySQL skills that you should be comfortable with before starting the course, including SELECT statements, aggregate functions, and table joins. If you aren’t sure how your skills stack up, we’ve included a quiz to assess your baseline SQL knowledge.
- MySQL Setup & Install For students who haven’t completed our intro course, we’ll demonstrate exactly how to download and install the tools that we’ll need to access MySQL, including MySQL Community Server & MySQL Workbench. We’ll share download guides for both Mac & PC, and run our first piece of SQL code to generate the project database that we’ll analyze throughout the course.
- Traffic Analysis & Optimization In this section we’ll use MySQL to analyze where our website traffic is coming from, how different sources perform in terms of traffic volume and conversion rates, and how we can adjust bids to optimize our budgets.
- Website Measurement & TestingIn this section we’ll dive into page-level website data to compare traffic and conversion rates, and use MySQL to build and analyze conversion funnels to help optimize the customer purchase experience.*MID-COURSE PROJECT: Preparing data for the executive board meeting
- Channel Analysis & OptimizationIn this section we’ll dig deeper into our traffic channel mix, explore paid vs. free traffic, break down performance by device type, and write advanced SQL queries to conduct some time-series analyses to understand trending and seasonality.
- Product-Level Analysis In this section we’ll use MySQL to break down product-level sales and conversion rates, analyze cross-selling patterns, and use refund rates to keep a pulse on quality.
- User-Level Analysis In this section we’ll take a closer look at user behavior and repeat sessions, and use MySQL data analysis techniques to identify our most valuable customers and explore which channels they are coming from.*FINAL PROJECT: Building a data-driven growth story for potential investors
Unlike other SQL courses, this one is uniquely designed to sharpen your business intelligence and analytical thinking skills; as you complete course projects and exercises, you’ll actually see patterns and trends emerging in the data based on your findings. For those looking to pursue a career in analytics, this course is a must.
What Will You Learn?
- Write advanced SQL queries to explore and analyze databases with MySQL Workbench
- Learn how to use subqueries and temporary tables to handle complex multi-step data problems
- Solve practical hands-on assignments and real-world eCommerce use cases
- Analyze data across multiple tables with powerful MySQL JOIN statements
- Master unique tips and tools that you won't find anywhere else
- Get LIFETIME access to resource files, quizzes, assignments, and expert support
Course Content
Subtitle Guide – Hướng dẫn thêm phụ đề
01 – Getting Started
02 – Prerequisite Skills
03 – MySQL Intro & Setup
-
-
00:25
-
02:27
-
04:53
-
02:51
-
07:41
-
02:20
-
01:34
-
07:52
-
04:20
-
02:27
04 – Analyzing Traffic Sources
-
-
00:19
-
18:59
-
02:17
-
04:03
-
01:05
-
04:51
-
00:58
-
04:50
-
02:13
-
05:12
-
01:31
-
05:42
05 – Analyzing Website Performance
-
-
00:19
-
16:42
-
00:59
-
03:15
-
01:08
-
07:58
-
14:21
-
00:40
-
09:26
-
02:12
-
11:56
-
01:09
-
07:40
-
17:19
-
01:26
-
07:53
-
01:49
-
06:57
06 – MID-COURSE PROJECT
07 – Analysis for Channel Portfolio Management
-
-
00:32
-
09:04
-
01:21
-
04:44
-
00:50
-
04:11
-
01:12
-
03:22
-
01:06
-
07:23
-
07:21
-
01:51
-
08:22
08 – Analyzing Business Patterns and Seasonality
09 – Product Analysis
-
-
00:20
-
07:03
-
01:05
-
02:18
-
01:06
-
04:26
-
09:43
-
01:42
-
10:44
-
01:55
-
13:07
-
09:33
-
01:20
-
12:28
-
01:00
-
04:47
-
04:59
-
01:11
-
04:06
10 – User Analysis
-
-
00:16
-
06:48
-
00:57
-
05:49
-
00:55
-
04:40
-
01:00
-
03:23
-
00:52
-
02:53