Complete SQL Bootcamp for Data Science, Analytics, Marketing
Master SQL for Job Interview Preparation, Data Analysis, Big Data, and Business Intelligence
Description
It is becoming ever more important that companies make
data-driven decisions
.
With
big data
and
data science
on the rise, we have more data than we know what to do with.
One of the basic languages of
data analytics
is SQL, which is used for many popular databases including
MySQL
,
Postgres
,
SQLite
,
Microsoft SQL Server
,
Oracle
, and even big data solutions like
Hive
and
Cassandra
.
I’m going to let you in on a little secret. Most high-level marketers and product managers at big tech companies know how to manipulate data to gain important insights. No longer do you have to wait around the entire day for some software engineer to answer your questions - now you can find the answers directly, by yourself, using SQL!
In this course,
The
Complete SQL Bootcamp for Data Science, Analytics, and Marketing
, we'll start from the basics - installing SQL onto your
Mac, Linux, or Windows
machine and explaining what a relational database is. Next, we'll look at basic tasks like creating tables and loading data into those tables. We will look at a wide variety of SQL commands and I will show you how to
speed things up using indexes
.
Once you know all the SQL commands we will start doing advanced examples - answering questions marketers and business people often have, like where are customers dropping off in our
sales funnel
? And which of our locations has the
highest revenue
?
In the last section, we'll do
Advanced SQL queries on Spark
, the
big data
framework that is the successor to
MapReduce
and also runs on top of
Hadoop
. I will teach you how to install Spark, create a cluster very quickly on
Amazon EC2
, and run SQL queries, allowing you to apply everything you learned up until this point in a big data environment.
Do you want to know how to optimize your sales funnel using SQL, look at the seasonal trends in your industry, and run a SQL query on Hadoop? Then join me now in my new class on SQL! Dominate data analytics, data science, and big data!
TIPS (for getting through the course):
Watch it at 2x to learn twice as fast!
Take handwritten notes. This will drastically increase your ability to retain the information.
Ask lots of questions on the discussion board. The more the better!
Write code yourself, don't just sit there and look at my code.
Who this course is for:
This course is for not only marketers but anyone who wants to be able to answer data-related questions on their own
Students who want a different approach to learning SQL
Professionals who are exposed to data but can't yet leverage its power
Developers who build web-applications but don't yet know how to use a database backend
Product managers who want to make data-driven decisions
What you'll learn
Understand what a relational database is
How to install SQL on Mac, Linux, or Windows
How to create a table
How to import data into a table
How to query a database table using SQL
How to insert into, update, and delete from a table
Speed things up using indexes
Join tables together to merge data
Aggregate data using count, sum, and average
Determine where in the sales funnel customers are being lost
Chart your year over year revenue
Group and sort sales by location
Use SQL on Spark
Install Spark
Create a Spark cluster on AWS EC2
Requirements
- You will need a copy of Adobe XD 2019 or above. A free trial can be downloaded from Adobe.
- No previous design experience is needed.
- No previous Adobe XD skills are needed.
Course Content
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