Course 1: Foundations: Data, Data, Everywhere Flashcards
“What data ecosystems are known to us so far?”
As a data analyst its your job to harness the power of the data ecosystem. Find the right info. and provide the team with analysis that helps them make smart decisions.
- What kind of results are needed?
- Who will be informed?
- Am I answering the question being asked?
- How quickly does a decision need to be made?
Successful analysis needs to be accurate, and fast enough to help decision-makers. So try asking yourself these questions about a project:
The qualities and characteristics associated with solving problems using facts
Analytical skills
The analytical skill that involves breaking processes down into smaller steps and working with them in an orderly, logical way
A technical mindset
Data design
Analytical skills that involve how you organize information
Understanding context
The analytical skill that has to do with how you group things into categories
The analytical skill that involves managing the processes and tools used in data analysis
Data strategy
five key aspects to analytical thinking
visualization, strategy, problem-orientation, correlation, and finally, big-picture and detail-oriented thinking.
Visualization
Graphical Representation of Information
Strategy
Strategizing helps data analysts see what they
want to achieve with the data and how they can get there.
Strategy also helps improve
the quality and usefulness of the data we collect.
By strategizing, we know all our data is
valuable and can help us accomplish our goals.
Being problem-oriented
Data analysts use a problem- oriented approach in order to identify, describe, and solve problems. It's all about keeping the problem top of mind throughout the entire project.
correlation
you know what a correlation is…. correlation does not equal causation….
big picture thinking
being able to see the big picture
as well as the details.
(looking at a jig saw puzzle, you can enjoy picture without focusing on each individual piece).
What’s a Query?
The way we use SQL to communicate with the database.
Basic foundations of every SQL query:
Use SELECT to choose the fields you want to return.
Use FROM to choose the tables where the fields you want are located.
Use WHERE to filter for certain information